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MCP servers for model APIs

380 of the 8,106 servers we have read are placed here — calling a model or routing between them. Placed by a stated rule over what each one declares it reaches and what it says it does, never by a classifier. Every row on this page, not a sample.

380 of the 8,106 MCP servers we have read are placed under model apis. The most starred is hindsight with 53,293 stars, and 1 is named as a vendor’s official server.

Most starred

Every server placed in model APIs

  • Hindsight: Agent Memory That Learns

    hindsightopenai

    Needs HINDSIGHT_API_LLM_API_KEY · HINDSIGHT_DB_PASSWORD · OPENAI_API_KEY

    LISTED · ★ 53293
  • feder-cr/invisible_dots
    ↗

    Open-source, self-hosted alternative to OpenAI Dots, Grok Bot. Built to be undetectable by anti-bot systems.

    openai

    No credential named

    LISTED · ★ 32239
  • 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.

    No credential named

    LISTED · ★ 29014
  • MCP Toolbox for Databases is an open source MCP server for databases.

    geminigoogle

    Needs GEMINI_API_KEY · GOOGLE_API_KEY

    LISTED · ★ 16732
  • Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

    openaiplaywright

    Needs OPENAI_API_KEY

    LISTED · ★ 5670
  • The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

    geminiwigolo

    Needs GEMINI_API_KEY · WIGOLO_API_TOKEN · WIGOLO_GITHUB_TOKEN

    LISTED · ★ 5498
  • Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

    google

    Needs ACCESS_PASSWORD · GOOGLE_GENERATIVE_AI_API_KEY

    LISTED · ★ 4691
  • AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

    coherediscord

    Needs COHERE_API_KEY

    LISTED · ★ 4319
  • KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

    No credential named

    LISTED · ★ 2905
  • MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

    oidcopenai

    Needs API_ACCESS_TOKEN · OIDC_CLIENT_SECRET · OPENAI_API_KEY

    LISTED · ★ 2720
  • React data visualization library for streaming, networks, and AI-assisted development

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 2716
  • The official MCP server implementation for the Perplexity API Platform

    perplexity

    Needs PERPLEXITY_API_KEY

    LISTED · ★ 2589
  • Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

    atlascloudgoogleopenai

    Needs ATLASCLOUD_API_KEY · GOOGLE_API_KEY · OPENAI_API_KEY

    LISTED · ★ 2412
  • MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

    No credential named

    LISTED · ★ 2294
  • Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

    groqtelegram

    Needs GROQ_API_KEY · TELEGRAM_PROXY_PASSWORD · TELEGRAM_PROXY_SECRET

    LISTED · ★ 1879
  • Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1822
  • Natural voice conversations with Claude Code

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1420
  • A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API

    ms365openai

    Needs MS365_MCP_ATTACHMENT_URL_KEY · MS365_MCP_CLIENT_SECRET · MS365_MCP_OAUTH_TOKEN · OPENAI_API_KEY

    LISTED · ★ 1068
  • A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

    No credential named

    LISTED · ★ 1004
  • The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in.

    anthropicazurebetter

    Needs ANTHROPIC_API_KEY · AZURE_OPENAI_API_KEY · BETTER_AUTH_SECRET

    LISTED · ★ 930
  • Browse the web, directly from Cursor etc.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 848
  • Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

    No credential named

    LISTED · ★ 832
  • Clojure MCP

    No credential named

    LISTED · ★ 787
  • just-prompt is an MCP server that provides a unified interface to top LLM providers (OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama)

    anthropicdeepseekgeminigroq+1

    Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GEMINI_API_KEY · GROQ_API_KEY · OPENAI_API_KEY

    STALE · ★ 739
  • The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

    openairedis

    Needs OPENAI_API_KEY · REDIS_ENTRAID_CLIENT_SECRET

    LISTED · ★ 640
  • ⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor real-time analytics. Auto follow, like, comment, scrape, without API. Follow Bot. Like bot. Grow your account automatically.

    anthropicgroqopenai

    Needs ANTHROPIC_API_KEY · GROQ_API_KEY · OPENAI_API_KEY · X_AUTH_TOKEN

    LISTED · ★ 612
  • Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 548
  • A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

    perplexity

    Needs API_TOKEN · DB_PASSWORD · PERPLEXITY_API_KEY

    STALE · ★ 524
  • Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

    anthropicgeminiopenaiopenrouter

    Needs ANTHROPIC_API_KEY · ANTHROPIC_AUTH_TOKEN · GEMINI_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY

    LISTED · ★ 502
  • MCP server for enabling LLM applications to perform deep research via the MCP protocol

    openaitavily

    Needs OPENAI_API_KEY · TAVILY_API_KEY

    LISTED · ★ 376
  • Model Context Protocol server for DeepSeek's advanced language models

    deepseekreplace

    Needs DEEPSEEK_API_KEY · DEEPSEEK_MCP_AUTH_TOKEN · MCP_HTTP_AUTH_TOKEN · REPLACE_WITH_DEEPSEEK_KEY · REPLACE_WITH_TOKEN

    LISTED · ★ 357
  • MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 344
  • Minimal MCP Server for Aider

    anthropicgeminiopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    STALE · ★ 308
  • An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

    deepseekexa

    Needs DEEPSEEK_API_KEY · EXA_API_KEY

    LISTED · ★ 305
  • MCP server that bridges clients to a real browser through CDP and a companion extension.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 304
  • The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

    anthropicopenai

    No credential named

    LISTED · ★ 304
  • 🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 299
  • A Model Context Protocol (MCP) server for research and documentation assistance using Perplexity AI. Won 1st @ Cline Hackathon

    perplexity

    Needs PERPLEXITY_API_KEY

    LISTED · ★ 297
  • MCP server to consult a language model with large context size

    No credential named

    LISTED · ★ 296
  • A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp.

    No credential named

    LISTED · ★ 293
  • MCP server for OpenAI o3 web search

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 286
  • An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

    openaiqdrant

    Needs OPENAI_API_KEY · QDRANT_API_KEY

    STALE · ★ 265
  • MCP server implementation for Google's Gemini API

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 259
  • Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% input / -74% output, measured live. Any provider, no extra model calls. Also an MCP server and embeddable library (Rust, Python, Ruby, Kotlin, Swift, JS/TS).

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 254
  • WebRTC performance and quality evaluation tool.

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 226
  • I'm your specialized design systems assistant. Ask me about components, tokens, patterns, and best practices.

    openaisupabase

    Needs OPENAI_API_KEY · SUPABASE_ANON_KEY · SUPABASE_SERVICE_KEY

    LISTED · ★ 222
  • MCP Server that enables Claude code to interact with Gemini

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 218
  • Open-source, self-hosted AI platform (PHP/Symfony): chat with any model, RAG over your docs, embeddable widget, MCP — see the cost of every answer. Apache-2.0.

    groq

    Needs GROQ_API_KEY

    LISTED · ★ 216
  • MariaDB MCP (Model Context Protocol) server implementation

    fastmcpgeminiopenai

    Needs DB_PASSWORD · DB_SSL_KEY · FASTMCP_SERVER_AUTH_GITHUB_CLIENT_SECRET · FASTMCP_SERVER_AUTH_GOOGLE_CLIENT_SECRET · GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 209
  • Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

    openaivoyage

    Needs OPENAI_API_KEY · VOYAGE_API_KEY

    LISTED · ★ 185
  • An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 183
  • MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Supports Nano Banana (Gemini), OpenAI GPT Image, and BytePlus Seedream.

    geminiopenai

    Needs GEMINI_API_KEY

    LISTED · ★ 181
  • An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!

    openai

    No credential named

    LISTED · ★ 180
  • Open-source AI coding agent and agent runtime: one binary, any model, MCP-native. Runs in terminal, CI, or as a daemon.

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 175
  • An MCP Server for Ollama

    ollama

    Needs OLLAMA_API_KEY

    LISTED · ★ 175
  • MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime. Similar to 'computer-use' by Anthropic. With Zero External Dependencies.

    anthropic

    No credential named

    LISTED · ★ 171
  • MCP Server for using any LLM as a Tool

    openaiperplexitypyroprompts

    Needs AI_CHAT_KEY · OPENAI_KEY · PERPLEXITY_KEY · PYROPROMPTS_KEY

    STALE · ★ 165
  • The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.

    anthropicjenkins

    Needs JENKINS_PASSWORD

    LISTED · ★ 154
  • The GenAI-powered toolkit for automated data intelligence.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 151
  • A MCP Server for creating Powerpoint Presentations

    together

    Needs TOGETHER_API_KEY

    STALE · ★ 144
  • The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, Cline, Continue, Aider, Codex, Windsurf, Zed) via npm + OpenVSX + Anthropic plugin directory. 89% measured token reduction. Local SQLite, zero cloud, Apache 2.0.

    anthropicsqlite

    No credential named

    LISTED · ★ 143
  • CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for search, import, PDF, BibTeX, notes, and more. Works with Claude, Cursor, ChatGPT.

    collectionitemopenai

    Needs COLLECTION_KEY · ITEM_KEY · OPENAI_API_KEY

    LISTED · ★ 139
  • Official MiniMax Model Context Protocol (MCP) JavaScript implementation that provides seamless integration with MiniMax's powerful AI capabilities including image generation, video generation, text-to-speech, and voice cloning APIs.

    minimax

    Needs MINIMAX_API_KEY

    LISTED · ★ 130
  • Legal flags a risk. Finance flags another. We connect and cite. Open-source forensic M&A due diligence: 13 AI agents read your data room across 9 domains (Legal, Finance, Commercial, Tech, Cyber, HR, Tax, Regulatory, ESG), cross-reference findings no single reviewer connects, and trace every one to an exact page & quote.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 129
  • 【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

    serp

    Needs SERP_API_KEY

    LISTED · ★ 129
  • Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain cuts costs 35-80%.

    No credential named

    LISTED · ★ 119
  • Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

    openaisupabase

    Needs OPENAI_API_KEY · SUPABASE_KEY

    LISTED · ★ 116
  • Hybrid search for Obsidian vaults via plugin, CLI, and MCP server

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 112
  • Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).

    anthropic

    No credential named

    STALE · ★ 109
  • A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 108
  • Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.

    anthropicdeepseekopenai

    Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · OPENAI_API_KEY

    LISTED · ★ 107
  • MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers.

    replicate

    Needs REPLICATE_API_TOKEN

    LISTED · ★ 106
  • Text-to-SQL access control: schema selection that gives the LLM only the tables the caller is allowed to read. Row-level-security-aware table pruning for LangChain, MCP and any SQL agent. Postgres, Oracle, MySQL, SQL Server. 75% fewer prompt tokens.

    anthropicentrageminimysql+3

    Needs ANTHROPIC_API_KEY · ENTRA_CLIENT_SECRET · GEMINI_API_KEY · OPENAI_API_KEY · SCHEMAGATE_AUDIT_SIGNING_KEY

    LISTED · ★ 105
  • Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots

    No credential named

    LISTED · ★ 104
  • MCP server for OpenRouter — chat with 300+ LLMs (Claude, Gemini, GPT), analyze images / audio / video, generate images / speech / music / video (Veo 3.1, Seedance, Kling, Wan) from Claude Desktop, Cursor, Kiro, VS Code.

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 101
  • MCP web search using perplexity without any API KEYS

    No credential named

    LISTED · ★ 97
  • Build powerful and secure AI Agents powered by Starknet.

    anthropicdeepseekgeminilangsmith+2

    Needs AI_PROVIDER_API_KEY · ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GEMINI_API_KEY · LANGSMITH_API_KEY · OPENAI_API_KEY · POSTGRES_PASSWORD · SERVER_API_KEY

    LISTED · ★ 96
  • openai websearch tool as mcp server

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 94
  • Academia MCP server: Tools for automatic scientific research

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 93
  • Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers

    gemininlmcp

    Needs GEMINI_API_KEY · NLMCP_AUTH_TOKEN · NLMCP_ENCRYPTION_KEY

    LISTED · ★ 87
  • A simple MCP server for the SO-ARM100 control

    anthropicgeminiopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    STALE · ★ 86
  • Query OpenAI models directly from Claude using MCP protocol.

    openai

    No credential named

    STALE · ★ 84
  • PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

    anthropicgemini

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY

    LISTED · ★ 84
  • MCP server for Google Search integration using Gemini's built-in search capabilities

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 83
  • Self-hosted MCP server for your documentation

    geminiopenaipinecone

    Needs GEMINI_API_KEY · OPENAI_API_KEY · PINECONE_API_KEY

    LISTED · ★ 83
  • Chat with OpenAI models from Claude Desktop

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 77
  • Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.

    hull

    Needs HULL_CHAT_API_KEY · HULL_EMBED_API_KEY

    LISTED · ★ 76
  • Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 670+ MCP tools, human-in-the-loop approvals. Works with Claude, GPT-4o, Gemini, Ollama, Codex.

    anthropicgoogleopenaitypesafe

    Needs ANTHROPIC_API_KEY · DB_PASSWORD · GOOGLE_AI_API_KEY · OPENAI_API_KEY · OP_SERVICE_ACCOUNT_TOKEN · TYPESAFE_API_KEY

    LISTED · ★ 76
  • A comprehensive MCP server providing access to Open-Meteo weather APIs for Large Language Models

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 72
  • A single model's confident answer can still be wrong, so brainstorm-mcp runs multi-round debates between GPT, Gemini, DeepSeek, Claude, and local Ollama models and returns a structured synthesis, as an MCP server that needs no API keys in hosted mode.

    deepseekgeminiopenai

    Needs DEEPSEEK_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 71
  • A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 70
  • Implementation of Anthropic's MCP protocol for Firebird databases.

    anthropicfirebird

    Needs DB_PASSWORD · FIREBIRD_API_KEY · FIREBIRD_PASSWORD

    LISTED · ★ 69
  • The definitive MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and any AI assistant. 53 tools: document management, writing analysis, content enhancement, offline semantic search, and character/plot tracking.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 69
  • A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's CoT from the Deepseek API service or a local Ollama server.

    No credential named

    STALE · ★ 69
  • A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)

    deepseek

    Needs DEEPSEEK_API_KEY

    STALE · ★ 68
  • MCP Server for the Perplexity API.

    perplexity

    Needs PERPLEXITY_API_KEY

    STALE · ★ 66
  • DeepView MCP is a Model Context Protocol server that enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini 2.5 Pro's extensive context window.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 65
  • MCP server for OpenRouter.ai integration

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 64
  • An MCP Server for audio transcription using OpenAI

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 60
  • Code indexing MCP server to provide context to coding agents.

    openaiqdrantvoyage

    Needs OPENAI_API_KEY · QDRANT_API_KEY · VOYAGE_API_KEY

    LISTED · ★ 59
  • MCP server for xAI’s Grok API with Web/X search, vision, image/video generation and file support

    xai

    Needs XAI_API_KEY

    LISTED · ★ 55
  • gomcp provides a Go implementation of the Model Context Protocol (MCP), enabling communication between language models/agents and external tools or resources via a standardized protocol.

    anthropic

    Needs ANTHROPIC_API_KEY

    STALE · ★ 51
  • Async MCP server with Minimax API integration for image generation and text-to-speech

    minimax

    Needs MINIMAX_API_KEY

    LISTED · ★ 50
  • a MCP server which integrates reasoning capabilities of DeepSeek R1 model into claude desktop app.

    No credential named

    STALE · ★ 50
  • Local API simulation and test evidence for AI-assisted development.

    openaistripe

    Needs OPENAI_API_KEY · STRIPE_SECRET_KEY

    LISTED · ★ 49
  • A unified gateway for Model Context Protocol (MCP) servers that lets you discover, configure, and access MCP tools from any GitHub repository through a single endpoint.

    anthropicgithubgooglejwt

    Needs ANTHROPIC_API_KEY · GITHUB_TOKEN · GOOGLE_OAUTH_CLIENT_SECRET · JWT_SECRET_KEY · SECRET_KEY

    LISTED · ★ 48
  • A MCP server that provides web search capabilities using the Claude API.

    anthropic

    Needs ANTHROPIC_API_KEY

    STALE · ★ 48
  • Universal memory layer for AI agents. Remember, recall, consolidate.

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 47
  • A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.

    anthropicwebscraping

    Needs ANTHROPIC_API_KEY · WEBSCRAPING_AI_API_KEY

    LISTED · ★ 45
  • A MCP server that provides text-to-image generation capabilities using Stable Diffusion WebUI API (ForgeUI/AUTOMATIC-1111)

    No credential named

    STALE · ★ 44
  • An MCP server for Astra DB workloads

    astraopenai

    Needs ASTRA_DB_APPLICATION_TOKEN · OPENAI_API_KEY

    LISTED · ★ 42
  • Zen MCP server with advanced AI collaboration features

    customdialgeminiopenai+1

    Needs CUSTOM_API_KEY · DIAL_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY

    STALE · ★ 42
  • Google AI Studio MCP Server - Powerful Gemini API integration for Model Context Protocol with multi-modal file processing, PDF-to-Markdown conversion, image analysis, and audio transcription capabilities. Supports all Gemini 2.5 models with comprehensive file format support.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 40
  • Model Context Protocol (MCP) Server for Mistral OCR API

    mistral

    Needs MISTRAL_API_KEY

    LISTED · ★ 39
  • MCP server that gives Claude ability to use OpenAI's GPTs assistants

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 39
  • APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.

    apisix

    Needs APISIX_ADMIN_KEY

    STALE · ★ 38
  • Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 37
  • Flagship Model Context Protocol server for generating Product Requirement Documents (PRDs) from codebase context.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 36
  • MCP Voice assistant powered by mcp-use

    anthropicelevenlabsgroqlinear+1

    Needs ANTHROPIC_API_KEY · ELEVENLABS_API_KEY · GROQ_API_KEY · LINEAR_API_KEY · OPENAI_API_KEY

    STALE · ★ 34
  • MCP server for AI image generation and editing using Google's Gemini Flash models. Create images from text prompts with intelligent filename generation and strict text exclusion. Supports text-to-image generation with future expansion to image editing capabilities.

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 34
  • Query model running with Ollama from within Claude Desktop or other MCP clients

    No credential named

    STALE · ★ 34
  • An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feedback, diligence simulations, term sheet negotiations, and more.

    octagonopenai

    Needs OCTAGON_API_KEY · OPENAI_API_KEY

    STALE · ★ 33
  • PubNub MCP Model Context Protocol Server for use in Cursor, Windsurf, Claude Desktop, Claude Code and OpenAI Codex and more!

    openaipubnub

    Needs PUBNUB_API_KEY

    LISTED · ★ 33
  • AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configure your own discovery, let GPT or Claude analyze the API or MCP or any tool, get ready-to-ship plugin configs. Zero manual work.

    anthropicgithubopenai

    Needs ANTHROPIC_API_KEY · GITHUB_TOKEN · OPENAI_API_KEY

    LISTED · ★ 32
  • Professional Gemini API integration for Claude and all MCP-compatible hosts with intelligent model selection and advanced file handling | Smithery.ai verified

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 32
  • A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.

    deepseek

    Needs DEEPSEEK_API_KEY

    STALE · ★ 32
  • MCP server for searching and accessing your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex. Also an uploader for aisessions.dev

    openai

    No credential named

    LISTED · ★ 31
  • MCP server for the planning and execution of AI-assisted development projects.

    anthropicperplexity

    Needs ANTHROPIC_API_KEY · PERPLEXITY_API_KEY

    STALE · ★ 30
  • An AI Agent with optional Human-in-the-Loop Safety, Model Context Protocol (MCP) integration, and beautiful, themeable CLI output

    anthropicbraveconfluencejira+1

    Needs ANTHROPIC_API_KEY · BRAVE_API_KEY · CONFLUENCE_API_TOKEN · JIRA_API_TOKEN · OPENAI_API_KEY

    LISTED · ★ 28
  • Zero-config domain availability MCP server for Claude & ChatGPT. Live pricing via Porkbun, premium/auction detection via GoDaddy, AI suggestions, RDAP/WHOIS fallback. Stdio + HTTP.

    namecheapporkbunpricingqwen

    Needs NAMECHEAP_API_KEY · PORKBUN_API_KEY · PORKBUN_API_SECRET · PRICING_API_TOKEN · QWEN_API_KEY

    LISTED · ★ 28
  • MCP Server Semgrep is a [Model Context Protocol](https://modelcontextprotocol.io) compliant server that integrates the powerful Semgrep static analysis tool with AI assistants like Anthropic Claude. It enables advanced code analysis, security vulnerability detection, and code quality improvements directly through a conversational interface.

    anthropicsemgrep

    Needs SEMGREP_APP_TOKEN

    LISTED · ★ 28
  • MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hugging Face & more. Works with Claude, GitHub Copilot, and any MCP client.

    anthropicgithub

    No credential named

    LISTED · ★ 26
  • A comprehensive Model Context Protocol (MCP) server that provides advanced LaTeX file creation, editing, and management capabilities for Large Language Models and AI assistants.

    No credential named

    LISTED · ★ 25
  • MCP server for access to OpenAI's ChatGPT API with Responses API for conversation management

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 25
  • MCP server for Grok AI API integration

    xai

    Needs XAI_API_KEY

    STALE · ★ 25
  • MCP server for Qwen Max model

    dashscope

    Needs DASHSCOPE_API_KEY

    STALE · ★ 24
  • Zero-LLM agent memory for Claude Code and AI agents: local-first BM25, dense-vector, and reciprocal-rank-fusion retrieval. Returns original passages verbatim by default. Available on PyPI as fidelis-memory. Apache-2.0.

    No credential named

    LISTED · ★ 24
  • MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector database

    openaiqdrant

    Needs OPENAI_API_KEY · QDRANT_API_KEY

    STALE · ★ 24
  • KuzuDB-powered memory bank for code agents built with TypeScript and follows MCP protocol

    anthropicopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 24
  • Local-first knowledge graph for developers. Watches your files, builds a knowledge graph with LLMs, lets you query across projects.

    cortexopenai

    Needs CORTEX_TOKEN · OPENAI_API_KEY

    LISTED · ★ 23
  • Turn any data source into an MCP server in 5 minutes. Build AI-agents-ready knowledge bases.

    openaiqdrant

    Needs OPENAI_API_KEY · QDRANT_API_KEY

    LISTED · ★ 23
  • Governance substrate for your AI coding agents — adversarial review, drift-detected rules, immutable audit, closed-loop telemetry

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 23
  • A Model Context Protocol (MCP) server that automates generating LinkedIn post drafts from YouTube videos. This server provides high-quality, editable content drafts based on YouTube video transcripts.

    openaiyoutube

    Needs OPENAI_API_KEY · YOUTUBE_API_KEY

    STALE · ★ 22
  • MCP Server to make searching openrouter easy

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 22
  • MCP for the open-genes

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 21
  • This project demonstrates how to use EdgeOne Pages Functions to retrieve user geolocation information and integrate it with large language models through MCP (Model Context Protocol).

    No credential named

    STALE · ★ 21
  • An MCP server that extracts claims from a text

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 21
  • Allow Claude code to use local llm for smaller tasks to save token or for specialized task

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 20
  • A MCP Server used to collect MCP Servers over the internet.

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 20
  • DiffuGen is a powerful yet user-friendly interface for local\edge image generation. Built on the Model Control Protocol (MCP), it provides a seamless way to interact with various Stable Diffusion models including Flux, SDXL, SD3, and SD1.5. Diffugen also features an OpenAPI Server for API usage and designed to support OpenWebUI OpenAPI Tool use.

    No credential named

    STALE · ★ 20
  • Open-source MCP server for AI agents: web search, content extraction, and library docs -- 5-strategy scraping, runs without API keys.

    credentialopenrouter

    Needs CF_BROWSER_RENDERING_TOKEN · CREDENTIAL_SECRET · MCP_DCR_SERVER_SECRET · MCP_JWT_SIGNING_SECRET · MCP_RELAY_PASSWORD · OPENROUTER_API_KEY

    LISTED · ★ 20
  • A suite of Model Context Protocol (MCP) servers designed to enhance AI agent capabilities. Provides tools for media search/understanding (images, video), web information retrieval, PDF generation, and PowerPoint presentation creation, enabling agents to interact with diverse data formats and external resources

    geminigoogleunsplash

    Needs GEMINI_API_KEY · GOOGLE_API_KEY · UNSPLASH_ACCESS_KEY

    LISTED · ★ 20
  • Official ZenRows MCP integration

    openaizenrows

    Needs OPENAI_API_KEY · ZENROWS_API_KEY

    LISTED · ★ 20
  • Enhanced Grok Search MCP Server with comprehensive analysis capabilities - A robust MCP server providing web search, news search, and Twitter/X search through xAI's Grok API with rich analysis features including timelines, direct quotes, and multiple perspectives.

    xai

    Needs XAI_API_KEY

    STALE · ★ 19
  • MCP prompt tool applying Chain-of-Draft (CoD) reasoning - BYOLLM

    anthropicmistralopenai

    Needs ANTHROPIC_API_KEY · MISTRAL_API_KEY · OPENAI_API_KEY

    STALE · ★ 19
  • A Model Context Protocol (MCP) server that enables Claude Desktop to interact with Google's Gemini AI - featuring 7 tools with Smart Tool Intelligence that learns from your usage patterns

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 19
  • OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.

    No credential named

    LISTED · ★ 18
  • An automated pentesting agent that thinks with an LLM and acts with MCP.

    googleopenai

    Needs GOOGLE_API_KEY · OPENAI_API_KEY

    STALE · ★ 18
  • Stop AI coding agents from leaking your API keys. Local proxy + MCP that swaps real secrets for phm_ tokens — works with Claude Code, Cursor, Windsurf, and Codex.

    openaiphantomstripe

    Needs OPENAI_API_KEY · PHANTOM_PROXY_TOKEN · STRIPE_KEY

    LISTED · ★ 18
  • MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

    together

    Needs TOGETHER_AI_API_KEY

    STALE · ★ 18
  • MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs for code review, second opinions, and plan debate

    No credential named

    LISTED · ★ 18
  • Luma AI Video + Audio + Image Generation and RunwayML Video Generation from Image and Text

    lumaaiopenrouterrunwayml

    Needs LUMAAI_API_KEY · OPENROUTER_API_KEY · RUNWAYML_API_SECRET

    STALE · ★ 17
  • Automated prompt engineering for efficient AI interactions | Interactive command-line interface | Multi-provider LLM integration (Gemini, Claude, OpenAI, Groq, Qwen, GLM) | Intelligent task-based refinement | Session history and iterative enhancement

    anthropicgoogleopenai

    Needs ANTHROPIC_API_KEY · GOOGLE_API_KEY · OPENAI_API_KEY

    LISTED · ★ 17
  • MCP for claude code to work with Google's gemini using an Openrouter api key

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 16
  • Transform product ideas into reality with an intelligent orchestration system that bridges Product Managers, Developers, and AI. Orchestro conducts the entire development symphony: task decomposition, dependency tracking, pattern learning, and real-time progress visualization.

    anthropicsupabase

    Needs ANTHROPIC_API_KEY · SUPABASE_SERVICE_KEY

    STALE · ★ 16
  • An AI that administers Linux through typed, approval-gated, Ed25519-audited actions. The model selects the action; the daemon builds the command.

    anthropic

    Needs ANTHROPIC_API_KEY · PG_PASSWORD

    LISTED · ★ 16
  • A Model Context Protocol (MCP) server that provides access to multiple Large Language Model (LLM) APIs including ChatGPT, Claude, Gemini, Mistral, Kimi K2, and DeepSeek.

    anthropicdeepseekgeminihuggingface+3

    Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GEMINI_API_KEY · HF_TOKEN · HUGGINGFACE_API_KEY · KIMI_API_KEY · MISTRAL_API_KEY · OPENAI_API_KEY

    LISTED · ★ 16
  • vibeCoding-mcp

    anthropicgeminiopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    STALE · ★ 16
  • MCP Server using OpenRouter models to get descriptions for images

    openrouter

    Needs OPENROUTER_API_KEY

    STALE · ★ 16
  • AI-powered Model Context Protocol server for theatrical lighting design and control. Features intelligent fixture management, script-based scene generation, and dynamic cue sequencing for professional theater productions.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 15
  • Mistral MCP server for document extraction: invoices, contracts and typed JSON from text, Markdown or OCR. Six-tool core, chat, vision, audio, stdio and Streamable HTTP.

    mistral

    Needs MISTRAL_API_KEY

    LISTED · ★ 15
  • Detect hallucinations, repetitive bug fix (AKA. bottomless pit) and help AI coder's with access to documentations and suggest fixes.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 14
  • Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with entire-codebase reasoning and to review diffs against them

    geminigithub

    Needs GEMINI_API_KEY

    STALE · ★ 14
  • Stateless MCP server and CLI for OpenRouter (MCP 2026-07-28): use any OpenRouter model from Claude Code and other MCP clients. 13 tools, 1 resource, HTTP and stdio.

    No credential named

    LISTED · ★ 14
  • Official MCP server for configuring Litmus instances.

    anthropicedgeinfluxnats

    Needs ANTHROPIC_API_KEY · EDGE_API_CLIENT_SECRET · INFLUX_PASSWORD · NATS_PASSWORD

    LISTED · ★ 13
  • A Model Context Protocol (MCP) server for web content scanning and analysis. This server provides tools for fetching, analyzing, and extracting information from web pages.

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 13
  • Stop AI Hallucinations Before They Start Run models from OpenAI, Google, Anthropic, xAI, Perplexity, and OpenRouter in parallel. They check each other's work, debate solutions, and catch errors before you see them.

    anthropicgooglegrokopenai+2

    Needs GOOGLE_API_KEY · GROK_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY · PERPLEXITY_API_KEY

    LISTED · ★ 13
  • Write 10x better prompts using Prompt Engineer MCP server.

    anthropic

    Needs ANTHROPIC_API_KEY

    STALE · ★ 13
  • MCP Server for Windsurf

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 13
  • Bitcoin-native MCP server for AI agents: BTC/STX wallets, DeFi yield, sBTC peg, NFTs, and x402 payments.

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 12
  • Persistent memory for AI coding agents via MCP: a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter and Gemini Flash into Neo4j via Graphiti. 14 MCP tools, hierarchical clusters, three-regime confidence decay.

    geminineo4j

    Needs GEMINI_API_KEY · NEO4J_PASSWORD

    LISTED · ★ 12
  • No-RAG,内容总结、主题汇总、知识抽取 MCP

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 12
  • The simplest AI-ready secrets manager. Local-first, single-binary CLI & Desktop app with MCP integration. Never expose secrets to AI agents.

    openaisecretctltemp

    Needs DB_PASSWORD · OPENAI_API_KEY · SECRETCTL_PASSWORD · TEMP_TOKEN

    LISTED · ★ 11
  • An implementation of Anthropic's Model Context Protocol for the Apache Unomi CDP

    anthropicunomi

    Needs UNOMI_KEY · UNOMI_PASSWORD · UNOMI_PRIVATE_KEY · UNOMI_PUBLIC_KEY

    LISTED · ★ 11
  • Self-hosted model routing gateway and agent control plane for OpenAI, Anthropic, Gemini and A2A agents behind one OpenAI-compatible API, protocol-first. MCP server security, governed tools, prompt enhancement, virtual-key budgets, cache, observability, audit chain and agent governance. Zero-key local first run; public preview.

    agentanthropicopenaipme

    Needs AGENT_CONSOLE_ADMIN_KEY · PME_AUTH_TOKEN

    LISTED · ★ 10
  • MCP server for Nanana AI image generation powered by Google Gemini's nano banana

    nanana

    Needs NANANA_API_TOKEN

    STALE · ★ 10
  • A Python MCP Server that connects Large Language Models natively to a comprehensive suite of offensive security tools.

    No credential named

    LISTED · ★ 10
  • The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App

    macosopenai

    Needs MACOS_PASSWORD · OPENAI_API_KEY

    STALE · ★ 10
  • Codebase indexing MCP server

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 10
  • A MCP server that provides audio transcription capabilities using OpenAI's Whisper API

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 10
  • MCP server for Kokoro text-to-speech, with adjustable voices/speed and an optional OpenAI-compatible (kokoro-fastapi) backend.

    openai

    No credential named

    LISTED · ★ 10
  • An Anthropic MCP server (with OpenAI Function calling compatibility) for the Coingecko Pro API

    anthropiccoingeckoopenai

    Needs COINGECKO_API_KEY

    STALE · ★ 9
  • A RAG project to instantly query gemini-cli documentation in natural language, right from the editor (VS Code/Cursor/etc.) or terminal (gemini-cli).

    No credential named

    LISTED · ★ 9
  • Convert natural language into real browser automation using AI Vision and execute tests immediately with live process logs

    openrouter

    Needs OPENROUTER_API_KEY

    STALE · ★ 9
  • MCP server for measuring LLM citation visibility across Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews. 12 tools, BYO keys, self-hosted, no telemetry.

    anthropicgeminiopenaiperplexity+1

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY · PERPLEXITY_API_KEY · SERPAPI_KEY

    LISTED · ★ 9
  • Uses DALL-E to generate/edit images, an MCP (Model Context Protocol) server

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 9
  • An MCP Server powered by Searchcraft – the developer-first vertical search engine.

    coreopenaipipelinesvite

    Needs CORE_API_KEY · OPENAI_API_KEY · PIPELINES_API_KEY · VITE_READ_KEY

    LISTED · ★ 9
  • A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored on S3.

    openais3

    Needs MCP_API_KEY · OPENAI_API_KEY · S3_SECRET_ACCESS_KEY

    LISTED · ★ 8
  • Go MCP server leveraging Google Gemini API’s Search Tool for grounded, web-informed generation.

    gemini

    Needs GEMINI_API_KEY · HTTP_AUTH_TOKEN

    LISTED · ★ 8
  • Exam-scored knowledge brains for AI agents: paste a docs URL, get a searchable brain over MCP with a measured score and known gaps. AGPL.

    anthropicbetter

    Needs ANTHROPIC_API_KEY · BETTER_AUTH_SECRET

    LISTED · ★ 8
  • nUR_MCP_SERVER is an intelligent industrial collaborative robot control middleware system built based on the MCP (Model Control Protocol) interface protocol. It realizes the natural language interactive control of industrial robots by integrating a large language model (LLM).

    No credential named

    LISTED · ★ 8
  • A FastMCP-based OCR server powered by Google Gemini. Handles both image file paths and base64‑encoded images to return extracted text. Easy to integrate into MCP workflows — just set your Gemini API key and model, run the server, and call `ocr_image_file` or `ocr_image_base64`

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 8
  • A MCP server for Claude Desktop that enables Perplexity.ai searching

    perplexity

    Needs PERPLEXITY_API_KEY

    STALE · ★ 8
  • A local cli to start a conversation with LLM instantly, with MCP support.

    anthropicdeepseekgooglegroq+3

    Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GOOGLE_GENERATIVE_AI_API_KEY · GROQ_API_KEY · OPENAI_API_KEY · TAVILY_API_KEY · XAI_API_KEY

    STALE · ★ 7
  • Synthetic monitoring and CI smoke tests for LLM inference endpoints.

    anthropicawsazuredeepseek+3

    Needs ANTHROPIC_API_KEY · AWS_SECRET_ACCESS_KEY · AZURE_OPENAI_API_KEY · DEEPSEEK_API_KEY · GROQ_API_KEY · OPENAI_API_KEY · TOGETHER_API_KEY

    LISTED · ★ 7
  • MCP server that routes design tasks to designarena.ai's current top-ranked model via OpenRouter

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 7
  • A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.

    geminiwebex

    Needs GEMINI_API_KEY · WEBEX_PUBLIC_WORKSPACE_API_KEY

    LISTED · ★ 7
  • MCP server for Google AI search, documentation retrieval, code analysis, and architecture research.

    geminigoogle

    Needs GEMINI_API_KEY · GOOGLE_APPLICATION_CREDENTIALS

    LISTED · ★ 7
  • Shared, source-backed memory for AI agents on your own Postgres. One command wires Claude Code and Codex to recall before every prompt; Cursor, Windsurf and Claude Desktop get it over MCP. Facts keep their source, supersede instead of overwrite, and clients stay apart. Keyless. Apache-2.0.

    brainopenaipostgres

    Needs BRAIN_ANTHROPIC_API_KEY · BRAIN_API_KEY · OPENAI_API_KEY

    LISTED · ★ 7
  • Session continuity for AI coding agents — your agent picks up where it left off. Persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db: auto context injection, compaction handover, semantic search (KO/EN/JA), error→solution recall. 100% local, zero config, zero API cost.

    openai

    No credential named

    LISTED · ★ 7
  • Autonomous M2M MCP server that scrubs framework noise & redacts secrets from AI agent error logs before they hit your context window

    No credential named

    LISTED · ★ 6
  • MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API to interact with YouTube videos.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 6
  • A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.

    anthropicdeepseekgoogleopenai

    Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GOOGLE_API_KEY · OPENAI_API_KEY

    STALE · ★ 6
  • Minecraft server management via RCON. Integrates FastMCP for easy command execution, supports interaction with Claude Desktop and other MCP clients, and offers a flexible architecture for local development and production use.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 6
  • An MCP (Model Context Protocol) server that automatically generates documentation for code repositories by analyzing directory structures and code files using OpenRouter API.

    openrouter

    Needs OPENROUTER_API_KEY

    STALE · ★ 6
  • MCP connector for Wassenger WhatsApp API: Send messages, summarize conversations, automate anything on WhatsApp using text or voice from your favorite AI client like ChatGPT, Claude, Gemini, OpenAI and more 🎉

    openaiwassenger

    Needs MCP_REMOTE_CLIENT_SECRET · OPENAI_API_KEY · WASSENGER_API_KEY

    LISTED · ★ 6
  • A custom reactive AI Agent framework that allows for creating flexible reactive agents to carry out tasks using MCP and Custom tools.

    anthropicbravegroqopenai

    Needs ANTHROPIC_API_KEY · BRAVE_API_KEY · GROQ_API_KEY · OPENAI_API_KEY

    LISTED · ★ 6
  • A Model Context Provider (MCP) server for Guild Wars 2 that bridges Large Language Models (LLMs) with Guild Wars 2 data sources.

    No credential named

    STALE · ★ 6
  • Stops AI agents reopening rejected decisions and forgetting project state. Local-first MCP server: decisions, blockers, plans, patterns, next moves.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 6
  • Manage your Plesk hosting server using AI assistants.

    openaiplesk

    Needs OPENAI_API_KEY · PLESK_API_KEY · PLESK_PASSWORD

    LISTED · ★ 6
  • A server that implements the MCP protocol to bring perplexity API into context.

    perplexity

    Needs PERPLEXITY_API_KEY

    STALE · ★ 6
  • A powerful MCP tool for forging and managing AI agent personalities with customizable expert traits and behaviors.

    deepseek

    Needs DEEPSEEK_API_KEY

    STALE · ★ 6
  • Open Aura - open-source, local-first AI-work scoring over MCP

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 6
  • Create Learning Hours on a shared whiteboard from your favorite MCP client

    anthropicgithubmiro

    Needs ANTHROPIC_API_KEY · GITHUB_TOKEN · MIRO_ACCESS_TOKEN

    STALE · ★ 6
  • 🌐 Multi-provider AI translation tool for JSON i18n files. Features: Google Gemini & Ollama support, incremental caching, multi-file deduplication, MCP server, batch processing, and cross-platform compatibility. Ideal for developers managing multilingual applications.

    geminiopenai

    Needs GEMINI_API_KEY · OPENAI_API_KEY

    STALE · ★ 5
  • Examples of Model Context Protocol (MCP) agents using LangChain, Vercel AI SDK, Rig, and Claude Desktop.

    neoniaopenrouter

    Needs NEONIA_API_KEY · OPENROUTER_API_KEY

    LISTED · ★ 5
  • 🚀 A powerful Model Context Protocol (MCP) server powered by Gemini Embedding 2. Transforms any local directory into an ultrafast, visually-aware spatial search engine for AI agents! 🔎✨

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 5
  • a local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via the Model Context Protocol

    anthropicdashscopedeepseekopenai

    Needs ANTHROPIC_API_KEY · DASHSCOPE_API_KEY · DEEPSEEK_API_KEY · OPENAI_API_KEY

    LISTED · ★ 5
  • MCP server for hot-swapping llama.cpp models in Claude Code - launchctl (macOS) + systemd (Linux)

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 5
  • MCP server for OpenAI Ads / ChatGPT Ads. Manage campaigns, ad groups, ads, creatives, and insights through the OpenAI Ads Advertiser API.

    openai

    Needs OPENAI_ADS_API_KEY

    LISTED · ★ 5
  • MCP Server for Generating images

    replicate

    Needs REPLICATE_API_TOKEN

    LISTED · ★ 4
  • AI-powered Jira CLI and MCP server for humans and agents manage issues, sprints, boards with interactive wizards, multi-provider AI (OpenAI/Gemini/Anthropic), and an 14-tool MCP server for AI assistants

    anthropicjiraopenai

    No credential named

    LISTED · ★ 4
  • 31 MCP tools that give Claude, Cursor and any MCP client the live web — scrape, crawl, search, real Google rank, change tracking, document parsing, plus an autonomous agent that researches from a plain-English prompt with no URLs. Clean Markdown and schema-validated JSON, not raw HTML. Local-Ollama extraction by default. MIT, 1,000 free credits.

    anthropiccrawlforgeollamaopenai

    Needs ANTHROPIC_API_KEY · CRAWLFORGE_API_KEY · OLLAMA_API_KEY · OPENAI_API_KEY

    LISTED · ★ 4
  • Point it at a video, image, or PDF — get structured JSON. uvx vidlizer[mcp]. Runs local (Ollama/gemma4, LM Studio, oMLX) or cloud (OpenRouter). CLI + MCP server for Claude Code, Cursor, and Claude Desktop.

    fallbackopenaiopenrouter

    Needs FALLBACK_API_KEY · OPENAI_API_KEY · OPENROUTER_API_KEY

    LISTED · ★ 4
  • Query local CSV, Parquet and JSON files from any AI coding tool. Powered by DuckDB. Files never leave your machine.

    anthropicopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 4
  • Hosted MCP server with 610+ tools across 14 platforms. Builds campaigns on Google Ads, Meta, LinkedIn and ChatGPT Ads, manages TikTok, Microsoft, Snapchat, Reddit, Pinterest and X. Plus GA4, GTM, Search Console and Merchant Center.

    No credential named

    LISTED · ★ 4
  • MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 4
  • MCP Server to interact with flutterwave

    anthropicflw

    Needs ANTHROPIC_API_KEY · FLW_ENCRYPTION_KEY · FLW_SECRET_KEY

    LISTED · ★ 4
  • MCP servers that help Claude Code/Cursor search your repo, docs, database, and git history instead of guessing.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 4
  • MCP Server - Bridge to local Ollama LLM. Part of HumoticaOS/SymbAIon ecosystem.

    No credential named

    LISTED · ★ 4
  • MCP Server for deepseek integration in Claude desktop

    deepseek

    Needs DEEPSEEK_API_KEY

    STALE · ★ 4
  • MCP Server - Bridge to Google Gemini API. Part of HumoticaOS/SymbAIon ecosystem.

    google

    Needs GOOGLE_API_KEY

    LISTED · ★ 4
  • An intelligent, conversational shopping assistant built to revolutionize the online shopping experience. Powered by the Groq AI model and seamlessly integrated with the Model Context Protocol (MCP), this assistant offers smart, multi-context product discovery tailored to your needs. It engages in natural, context-aware conversations to help you

    groq

    Needs GROQ_API_KEY

    STALE · ★ 4
  • Visual memory manager for AI agents. MCP-native. Open core.

    huggingfacesupabasevite

    Needs HUGGINGFACE_API_KEY · SUPABASE_ANON_KEY · VITE_SUPABASE_ANON_KEY

    LISTED · ★ 4
  • The server acts as a bridge between MCP-compatible assistants and Together AI's image generation capabilities.

    together

    Needs TOGETHER_API_KEY

    LISTED · ★ 4
  • 🎨 MCP server for AI media generation — create and edit images, generate video via OpenRouter or any OpenAI-compatible API

    mediamcpopenaiopenrouter

    Needs MEDIAMCP_API_KEY · OPENROUTER_API_KEY

    LISTED · ★ 4
  • MCP server for AI-powered mobile device control — 26 tools for screenshots, UI inspection, touch interaction, and AI visual analysis. Supports Anthropic Claude & Google Gemini.

    anthropicgooglemobile

    Needs GOOGLE_API_KEY · MOBILE_MCP_LICENSE_KEY

    LISTED · ★ 4
  • Auditable, self-improving knowledge & memory for AI agents over MCP. Zero-key & multilingual by default · citation-enforced answers · replayable why-trace · judge-gated compounding loop. Postgres-only. Reference implementation of the Agentic Product Standard.

    openaipostgres

    Needs AUTH_SECRET · MCP_API_KEY · OPENAI_API_KEY

    LISTED · ★ 4
  • Perplexity Search MCP服务器实现,支持全部命令允许大型语言模型通过MCP协议访问Perplexity搜索API

    perplexity

    Needs PERPLEXITY_API_KEY

    STALE · ★ 4
  • Simple MCP server in Golang to redirect questions to Deepseek models

    deepseek

    Needs DEEPSEEK_API_KEY

    STALE · ★ 4
  • google deep search AI Mode

    geminilangsmith

    Needs GEMINI_API_KEY · LANGSMITH_API_KEY

    LISTED · ★ 4
  • Australian Pharmaceutical Benefits Scheme PBS API Server using Anthropic MCP with natural language LLM integration

    anthropicpbs

    Needs PBS_API_SUBSCRIPTION_KEY

    STALE · ★ 4
  • AI discovers APIs. Code syncs data. No adapters to write.

    anthropicgeminiopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 3
  • Google Ad Manager MCP hosted - AdOps Skills for Claude, Gemini, OpenAI - Inventory, trafficking, forecast & reporting with natural language

    openai

    No credential named

    LISTED · ★ 3
  • Welcome to the Notemd MCP Server! This project provides a powerful, standalone backend server that exposes the core AI-powered text processing and knowledge management functionalities of the Notemd Obsidian Plugin.

    deepseekopenai

    Needs DEEPSEEK_API_KEY · OPENAI_API_KEY

    LISTED · ★ 3
  • Shippo's AI distribution surfaces: Agent Skills + plugins for Claude Code, OpenAI Codex, ClawHub, and the Claude apps.

    openai

    No credential named

    LISTED · ★ 3
  • keyblind

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 3
  • The deliberation & governance layer for autonomous organizations. Built like an institution: verifiable audit log, Sybil-resistant reputation, delegated identity, and metered access over MPP + x402/ATXP.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 3
  • Model Context Protocol server for searchable, citation-safe hadith text.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 3
  • A Ruby implementation of an AI Pair Programmer MCP (Model Context Protocol) server

    openrouter

    Needs OPENROUTER_API_KEY

    STALE · ★ 3
  • MCP server for the Perseus Digital Library — giving AI models direct access to ancient Greek texts, CTS passages, and Scaife search.

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 3
  • This Model Context Protocol (MCP) server enables LLMs like Claude to perform internet research using the Perplexity API. It provides real-time, up-to-date information with source citations.

    perplexity

    Needs PERPLEXITY_API_KEY

    LISTED · ★ 3
  • The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA component, which enables AI agents to self-design new AI agents using Generative Architecture Models.

    anthropicgooglejwtopenai+1

    Needs ANTHROPIC_API_KEY · DATABASE_PASSWORD · GOOGLE_API_KEY · JWT_SECRET · OPENAI_API_KEY · REDIS_PASSWORD

    LISTED · ★ 3
  • Strict AI code reviewer MCP server powered by Groq

    groq

    Needs GROQ_API_KEY

    LISTED · ★ 3
  • Orchestration MCP Server - Routes tool calls to MCP backends

    anthropicbuildkitegithub

    Needs ANTHROPIC_API_KEY · BUILDKITE_API_TOKEN · GITHUB_PERSONAL_ACCESS_TOKEN

    STALE · ★ 3
  • Tools for AI coding assistants to test web apps, recheck suspected issues, and save findings with reviewable evidence.

    deepseekopenai

    Needs DEEPSEEK_API_KEY · OPENAI_API_KEY

    LISTED · ★ 3
  • A MCP server that can create queries and fetch information from APi documentation.

    anthropic

    Needs ANTHROPIC_API_KEY

    STALE · ★ 3
  • ThreatByte-MCP is a deliberately vulnerable, MCP-inspired case management web app.

    openaitbmcp

    Needs OPENAI_API_KEY · TBMCP_MCP_SERVER_TOKEN

    LISTED · ★ 3
  • OpenAI Ads and ChatGPT Ads MCP Server for the Advertiser API

    openai

    Needs OPENAI_ADS_API_KEY · OPENAI_ADS_MCP_HTTP_TOKEN

    LISTED · ★ 3
  • AI-Enhanced Financial Marketing Compliance Server using Model Context Protocol (MCP)

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 3
  • TypeScript project using MCP SDK to capture screen and analyze with vision model.

    anthropic

    Needs ANTHROPIC_API_KEY

    STALE · ★ 2
  • MCP Server - Bridge to OpenAI API. Part of HumoticaOS/SymbAIon ecosystem.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 2
  • Zero-Trust PII & secrets redaction MCP server for Cursor & Claude. Lightweight, zero-dependency Presidio alternative for Node.js / TypeScript.

    openaiprivacyscrubber

    Needs OPENAI_API_KEY · PRIVACYSCRUBBER_KEY

    LISTED · ★ 2
  • A Python-based middleware that enables Large Language Models (LLMs) to create and update issues in Redmine through a structured API interface.

    redmine

    Needs REDMINE_API_KEY

    STALE · ★ 2
  • Give your AI agents super-vision: blazing-fast macOS screenshots, smart window targeting, and local or cloud AI image analysis—all via a friendly Node.js MCP server.

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 2
  • This is an unofficial Model Context Protocol (MCP) server that provides various AI capabilities using the DeepInfra OpenAI-compatible API, including image generation, text processing, embeddings, speech recognition, and more.

    deepinfraopenai

    Needs DEEPINFRA_API_KEY

    STALE · ★ 2
  • Zero-dependency Python CLI + MCP server for comparing LLM API costs across 144 models and 22 providers (OpenAI, Anthropic, Google, Mistral, xAI, DeepSeek, Groq...)

    anthropicopenai

    No credential named

    LISTED · ★ 2
  • MCP server for Claude Code — multi-AI orchestration across local + cloud LLMs, intelligent backend routing, council-driven workflows, and token-saving file operations.

    geminigroqnvidiaopenai

    Needs GEMINI_API_KEY · GROQ_API_KEY · NVIDIA_API_KEY · OPENAI_API_KEY

    LISTED · ★ 2
  • Crypto technical analysis MCP server powered by Claude AI

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 2
  • mcp server to generate image via replicate flux schnell

    replicate

    Needs REPLICATE_API_TOKEN

    STALE · ★ 2
  • Google Gemini公式実装をベースにしたLangGraphのAIエージェントを使用して包括的な調査を実行

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 2
  • Lucairn SDKs — privacy-preserving AI infrastructure clients for TypeScript, Python, Go, and an MCP server

    anthropiclucairnopenai

    Needs ANTHROPIC_API_KEY · LUCAIRN_API_KEY · OPENAI_API_KEY

    LISTED · ★ 2
  • A Ruby gem that exposes Large Language Models (LLMs) via the Model Context Protocol (MCP), enabling seamless integration of AI capabilities into your development workflow.

    geminigithubgoogleopenai

    Needs GEMINI_API_KEY · GITHUB_TOKEN · GOOGLE_API_KEY · OPENAI_API_KEY

    STALE · ★ 2
  • A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as an MCP server for Cursor, VS Code, and other AI assistants

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 2
  • MCP server for counting tokens using OpenAI's tiktoken library

    openai

    No credential named

    STALE · ★ 2
  • An MCP server for image generation using the Gemini API.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 2
  • Wordpress MCP

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 2
  • MCP Server for Gemini Image and Audio generation

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 2
  • MCP server for semantic code search using Qdrant vector database and OpenAI embeddings

    openaiqdrant

    Needs OPENAI_API_KEY · QDRANT_API_KEY

    LISTED · ★ 2
  • A Python server that bridges Large Language Models (LLMs) and Firebase Firestore using the Model Context Protocol (MCP). Exposes Firestore operations as MCP tools for programmatic access. Built with MCP Python SDK and Firebase Admin SDK.

    firebase

    No credential named

    LISTED · ★ 1
  • Your feeds inside your AI. Remote MCP server with tools for articles, highlights, notes, and tags.

    feednestxai

    Needs FEEDNEST_API_KEY · XAI_API_KEY

    LISTED · ★ 1
  • Standalone Slack MCP server for Claude Code Action

    anthropiccustomslack

    Needs ANTHROPIC_API_KEY · CUSTOM_API_KEY · SLACK_TOKEN

    STALE · ★ 1
  • mcp server supporting generation of images using large language models like AWS, Stability, Google NanoBanana and openai image chat gpt

    geminiopenai

    Needs GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 1
  • It can make mcp client interact with openai api. you can use openai model gpt-4.5-preview, o3-mini, o1, gpt-4o

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 1
  • Financial MCP Server

    alphaoauthopenaiserpapi+1

    Needs ALPHA_VANTAGE_API_KEY · MCP_ACCESS_TOKEN · OAUTH_BROKER_CLIENT_SECRET · OPENAI_API_KEY · SERPAPI_API_KEY · TELEGRAM_BOT_TOKEN

    LISTED · ★ 1
  • Multilingual intelligence + memory + safety + voice layer for autonomous AI agents

    anthropicopenaisarvam

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY · SARVAM_API_KEY

    LISTED · ★ 1
  • news-factchecker-mcp is a Python-based MCP server that uses Google Gemini AI and web search to intelligently fact-check news headlines and surface trending topics. It verifies claims by analyzing evidence from multiple sources and provides verdicts with confidence scores, helping users assess the truthfulness of news stories.

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 1
  • A TypeScript-based Ai agent with MCP integration. This project provides a unified interface to access financial market information and relevant news articles through MCP servers with tool calling.

    openaistock

    Needs OPENAI_API_KEY · STOCK_API_KEY

    STALE · ★ 1
  • The easiest way to create MCP servers, AI agents, and chatbots with any LLM

    anthropicgeminigithubopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · GITHUB_TOKEN · OPENAI_API_KEY

    LISTED · ★ 1
  • An open-source, LLM-powered toolkit for building, evaluating, and iterating on text-to-SQL agents over your own database.

    anthropicopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 1
  • x402 paid API: AI agents pay 0.005 USDC (Base mainnet) -> clean structured data from any URL (text, JSON-LD, OG, headings, links, AI-readiness). Live + autonomous.

    anthropiccdpclaudecommerce+1

    Needs ANTHROPIC_API_KEY · ANTHROPIC_AUTH_TOKEN · CDP_API_KEY_SECRET · CLAUDE_API_KEY · CLAUDE_CODE_OAUTH_TOKEN · COMMERCE_ACTOR_SECRET · COMMERCE_INTERNAL_TOKEN · MPP_SECRET_KEY

    LISTED · ★ 1
  • Zero-knowledge persistent memory layer for LLMs — AES-256-GCM encrypted, semantic search via Qdrant, MCP server for Claude Desktop / Sovereign European MCP memory layer — self-hostable, AGPL v3

    memoraeumistralqdrant

    Needs MEMORAEU_ADMIN_KEY · MEMORAEU_SECRET · MISTRAL_API_KEY

    LISTED · ★ 1
  • Your LLM knows what textbooks say. This tells it what people actually think. Searches 9 public discussion platforms — semantic routing, no API keys required.

    anthropicopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 1
  • MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1
  • MCP security scanner (CLI + MCP server): detects tool poisoning, prompt injection, and rug-pulls in MCP manifests. Also an OWASP LLM Top 10 prompt-injection/jailbreak CLI for LLM apps.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1
  • MCP server that exposes PraisonAI tools for Claude Desktop, Cursor, and other MCP clients

    openaitavily

    Needs OPENAI_API_KEY · TAVILY_API_KEY

    LISTED · ★ 1
  • 🤖💅 Sassy Fact Check Bot - Instagram DM MCP server with Claude AI integration. Auto-detects content types, roasts misinformation, and cites real sources. Where bad takes go to die! 🔥📚

    anthropicinstagram

    Needs ANTHROPIC_API_KEY · INSTAGRAM_PASSWORD

    STALE · ★ 1
  • Persistent memory system built on biological memory principles

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 1
  • MCP implementations using FastMCP, integrated into Gemini CLI.

    openweather

    Needs OPENWEATHER_API_KEY

    STALE · ★ 1
  • 🧠 Advanced Memory System for Claude Desktop - MCP Server with CosmosDB, RAG, and intelligent entity extraction

    cosmosopenai

    Needs COSMOS_KEY · OPENAI_API_KEY

    STALE · ★ 1
  • 多对象协作技术方案编排引擎 — 输入技术任务,三个 AI对象代言人并行提案、交叉审查、可行收束、投票输出Top3

    deepseek

    Needs DEEPSEEK_API_KEY

    LISTED · ★ 1
  • An MCP server that converts text summaries to speech using OpenAI TTS and plays them in the background

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 1
  • Google's Gemini API MCP Server

    No credential named

    LISTED · ★ 1
  • AI-native macOS menu bar dictation with a post-recording text pipeline.

    deepgramgoogleopenaixai

    Needs DEEPGRAM_API_KEY · GOOGLE_API_KEY · GOOGLE_STT_TOKEN · OPENAI_API_KEY · XAI_API_KEY

    LISTED · ★ 1
  • MCP server for Gemini image generation and editing (Nano Banana, Interactions API)

    gemini

    Needs GEMINI_API_KEY

    LISTED · ★ 1
  • Let your AI agent have conversations with different personas on features and implementation details

    openrouter

    Needs OPENROUTER_API_KEY

    LISTED · ★ 1
  • MCP Experiments

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 1
  • NEXUS AI - Affordable AI API gateway. DeepSeek-powered, OpenAI-compatible. Self-hosted, cost-effective AI API for everyone.

    openai

    No credential named

    LISTED · ★ 1
  • Autonomous Memory Management System on MCP base with Multi-Provider LLM Integration

    anthropicneo4j

    Needs ANTHROPIC_API_KEY · NEO4J_PASSWORD

    STALE · ★ 1
  • AI image generation and editing MCP server. Text-based editing, multi-provider, CLI included.

    geminiopenai

    Needs GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 1
  • MCP сервер для интеграции с Gemini AI

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 1
  • 一个用于矛盾调解业务受理智能表单收集MCP服务器

    deepseek

    Needs DEEPSEEK_API_KEY

    STALE · ★ 1
  • A video editing MCP tool service that has implemented the basic functions among the fundamental functions.

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 1
  • MCP server for Routara — OpenAI-compatible LLM, image & video APIs (787+ models)

    openairoutara

    Needs ROUTARA_API_KEY

    LISTED · ★ 1
  • Hybrid MCP server for Infinite Backlog (https://infinitebacklog.net/), a free multi-platform video game collection tracker.

    openai

    Needs IB_PASSWORD · OPENAI_API_KEY

    LISTED · ★ 1
  • Go tool that distills verbose command output and retrieves compact code context before it reaches a paid LLM. Three operations — distill_batch, distill_watch, search_code — available as a Skill (zero-config), standalone CLI, or MCP server. Supports Ollama and any OpenAI-compatible provider.

    openai

    No credential named

    LISTED · ★ 0
  • MCP server for OpenAI ChatGPT API — chat, vision, and embeddings

    openai

    No credential named

    LISTED · ★ 0
  • MCP server for real-time AI service status — OpenAI, Anthropic, Cursor & 75+ more. Hosted endpoint, no auth.

    anthropicopenai

    No credential named

    LISTED · ★ 0
  • AI-powered BESS quoting & energy sales intelligence MCP server

    openaisupabase

    Needs OPENAI_API_KEY · SUPABASE_SERVICE_ROLE_KEY

    LISTED · ★ 0
  • One MCP server routes LLM calls across 20+ providers, using round-robin dispatch and fallback to reduce rate-limit interruptions and cut costs up to 100x.

    groq

    Needs GROQ_API_KEY

    LISTED · ★ 0
  • Challenge-response quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes, W3C Verifiable Credentials.

    cerebrasgroq

    Needs CEREBRAS_API_KEY · GROQ_API_KEY

    LISTED · ★ 0
  • Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review for your terminal and Claude Code.

    anthropicgoogleopenai

    Needs ANTHROPIC_API_KEY · GOOGLE_API_KEY · OPENAI_API_KEY

    LISTED · ★ 0
  • Securely feeds summarized expert security rules into your coding assistance Claude Code, Cursor, etc — zero config, no API key.

    anthropicgithubnvd

    Needs ANTHROPIC_API_KEY · GITHUB_TOKEN · NVD_API_KEY

    LISTED · ★ 0
  • Score video/image ads with the PreTestAds neural model from OpenAI, Claude, Gemini, LangChain, CrewAI, Vercel AI SDK, or any x402-capable agent — pay-per-request in USDC, no API key needed.

    evmopenaisolana

    Needs EVM_PRIVATE_KEY · OPENAI_API_KEY · SOLANA_PRIVATE_KEY

    LISTED · ★ 0
  • Give LLMs semantic search over your own docs — zero code, just a YAML config.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 0
  • Find every leaked secret on your dev machine

    openaistripe

    Needs OPENAI_API_KEY · STRIPE_SECRET_KEY

    LISTED · ★ 0
  • MCP server for the Anthropic Claude Messages API — chat, vision, web search, extended thinking (Rust, stdio/JSON-RPC)

    anthropic

    No credential named

    LISTED · ★ 0
  • CLI to score how much OpenAI, Anthropic, and Gemini responses diverge on a prompt. Includes an MCP server.

    anthropicgeminiopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 0
  • MCP Server for Vercel AI SDK with Figma and magic-mcp integration

    anthropicfigmaopenaitwenty

    Needs ANTHROPIC_API_KEY · FIGMA_API_KEY · OPENAI_API_KEY · TWENTY_FIRST_API_KEY

    STALE · ★ 0
  • AI evaluation toolkit — measure inter-rater agreement across multiple LLM providers

    No credential named

    LISTED · ★ 0
  • Multi-org Sentry MCP server — isolated error monitoring across multiple projects from a single config. Process-level security, handoff package generation.

    anthropicsentry

    Needs ANTHROPIC_API_KEY · SENTRY_ACCESS_TOKEN

    LISTED · ★ 0
  • It is a Model Context Protocol (MCP) server that supercharges AI assistants like Claude with real, up-to-date Minecraft modding knowledge for Bedrock Edition

    No credential named

    LISTED · ★ 0
  • Catch broken translations before you ship: dropped placeholders, missing keys, collapsed plurals — and, with your own LLM key, the mistranslations structure checks cannot see. CLI, MCP server, GitHub Action. Apache-2.0, no account, no server.

    anthropicgithubopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 0
  • 🔮 MCP security scanner — find tool poisoning, credential leaks, and insecure transports in AI agent configurations

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 0
  • Helixar Security MCP Connector - Sentinel scans, HDP validation, ReleaseGuard

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 0
  • A ready-to-clone Rust MCP server for Claude via crimson-crab — ask_claude, chat, count_tokens, list_models, get_model

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 0
  • An open-source Model Context Protocol (MCP) server that acts as a security firewall for AI agents. It sanitizes data, web pages, and RAG documents against prompt injections and adversarial poisoning before they reach the LLM's context.

    groq

    Needs GROQ_API_KEY

    LISTED · ★ 0
  • A Model Context Protocol (MCP) server for unified cost management across cloud providers and API services

    anthropicawsgoogleopenai

    Needs ANTHROPIC_API_KEY · AWS_SECRET_ACCESS_KEY · GOOGLE_APPLICATION_CREDENTIALS · OPENAI_API_KEY

    LISTED · ★ 0
  • AI quoting agent for electronics distributors. Parses RFQ documents (PDF, Excel, Word) with Claude, looks up every line item against your SAP, Epicor, Oracle, or Dynamics 365 ERP via MCP connectors, and returns a priced draft quote in seconds. Self-hosted, MIT licensed.

    anthropic

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 0
  • Exposes local execution of Aider commands as a detached process using MCP.

    openai

    Needs OPENAI_API_KEY

    LISTED · ★ 0
  • CLI (npm + PyPI) and GitHub Action that scores AI-generated UI for genericness using an Anthropic LLM-judge rubric, with a --json mode and library API for CI and agent quality gates

    anthropicgithub

    Needs ANTHROPIC_API_KEY

    LISTED · ★ 0
  • An MCP Server that enables AI-driven Recruiters ask about my experience.

    openaiopenrouter

    Needs OPENAI_API_KEY · OPENROUTER_API_KEY

    LISTED · ★ 0
  • MCP server to help LLMs to get access to Quran API (https://alquran.cloud/api).

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 0
  • MCP server which provides capabilities over the HuggingFace datasets API

    No credential named

    STALE · ★ 0
  • A Node.js MCP server exposing Ollama's web search and web fetch APIs as MCP tools. TypeScript, stdio transport, npm-publishable.

    ollama

    Needs OLLAMA_API_KEY

    LISTED · ★ 0
  • Persistent semantic memory + judgment ledger for Claude Code (MCP server)

    anthropicopenai

    Needs ANTHROPIC_API_KEY · OPENAI_API_KEY

    LISTED · ★ 0
  • Hybrid code decomposition — AI plans the boundaries, deterministic extraction copies the code. Zero hallucinations, guaranteed syntax.

    groq

    Needs GROQ_API_KEY

    LISTED · ★ 0
  • Intelligent structured document management system using MCP protocol - solving token overflow for large language models

    No credential named

    STALE · ★ 0
  • A Model Context Protocol (MCP) server with RAG (Retrieval-Augmented Generation) capabilities for intelligent document processing and question answering

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 0
  • MCP server for xAI Grok API — chat, vision, search, and embeddings

    No credential named

    LISTED · ★ 0
  • MCP server for the xAI Management API — API keys, ACLs, audit logs, and billing

    No credential named

    LISTED · ★ 0
  • This project uses MCP and openAI LLM to create the bot for various domain.

    openai

    No credential named

    STALE · ★ 0
  • "Data Engineering Tutor," providing personalized updates about Data Engineering concepts, patterns, and technologies to a connected AI client.

    openrouter

    Needs OPENROUTER_API_KEY

    STALE · ★ 0
  • An MCP Server that leverages the power of an Agile Team

    anthropicdeepseekgeminigroq+1

    Needs ANTHROPIC_API_KEY · DEEPSEEK_API_KEY · GEMINI_API_KEY · GROQ_API_KEY · OPENAI_API_KEY

    STALE · ★ 0
  • MCP server for AI-powered social media posting across 14 platforms. Post to Twitter, Instagram, TikTok, LinkedIn, Facebook, YouTube and more with one command.

    anthropiczernio

    Needs ANTHROPIC_API_KEY · ZERNIO_API_KEY

    LISTED · ★ 0
  • MCP RAG implementation

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 0
  • Perplexity API MCP Server

    No credential named

    LISTED · ★ 0
  • MCP server that connects to Replicate image generation api - example to connect to Windsurfer

    replicate

    Needs REPLICATE_API_TOKEN

    STALE · ★ 0
  • fal.ai openai image1 api mcp

    falopenai

    Needs FAL_KEY · OPENAI_API_KEY

    STALE · ★ 0
  • An MCP server for AI image generation and handling

    openaireplicate

    Needs OPENAI_API_KEY · REPLICATE_API_TOKEN

    STALE · ★ 0
  • AI-powered investment discipline tool - MCP Server x RAG & Behavior Pattern Mining

    deepseek

    Needs DEEPSEEK_API_KEY

    LISTED · ★ 0
  • Pixfaro MCP — image generation MCP server for every image model

    pixfaro

    Needs PIXFARO_KEY

    LISTED · ★ 0
  • Integrating MCPs into Claude Desktop

    anthropic

    No credential named

    STALE · ★ 0
  • A complete local RAG (Retrieval-Augmented Generation) system that integrates Playwright MCP web scraping with vector database storage for Claude.

    openaiplaywright

    Needs OPENAI_API_KEY

    STALE · ★ 0
  • MCP server giving Claude Code automated prompt optimization loops and regression test suites — iteratively improve a system prompt against a target answer, or validate it across a full test suite, alongside a web UI for entering queries, test cases, and system prompts.

    anthropicgeminiopenai

    Needs ANTHROPIC_API_KEY · GEMINI_API_KEY · OPENAI_API_KEY

    LISTED · ★ 0
  • An MCP server for APLCart

    openai

    Needs OPENAI_API_KEY

    STALE · ★ 0
  • Create claude compliable MCP agents based on the OpenAI swarm based MCP agent framework

    anthropicopenai

    Needs ANTHROPIC_API_KEY

    STALE · ★ 0
  • MCP server for Grok image generation and editing

    No credential named

    LISTED · ★ 0
  • This project is based on the MCP server that is built using Financialdatasets.ai Api. Server is seamlessly integrated with Agentic framworks like Agno and Smolagents. You can Also use this finance server with IDE

    financialgroq

    Needs FINANCIAL_DATASETS_API_KEY · GROQ_API_KEY

    STALE · ★ 0
  • 🇰🇷 Advanced Gemini MCP Server v4.0 - Korean Open Source Edition with 10 AI capabilities

    gemini

    Needs GEMINI_API_KEY

    STALE · ★ 0

Common questions about MCP servers for model APIs

What are the most popular MCP servers for model apis?
By GitHub stars: hindsight (53,293 stars), invisible_dots (32,239 stars), repomix (29,014 stars), mcp-toolbox (16,732 stars), mcp-playwright (5,670 stars). Stars measure popularity, not quality, so read what each one reaches and how it is maintained.
What do MCP servers for model apis connect to?
Among those placed here, the most common things they say they reach are openai (175 servers), anthropic (99 servers), gemini (62 servers), openrouter (26 servers), deepseek (22 servers), google (19 servers), groq (17 servers), perplexity (12 servers).
Which MCP servers for model apis need a credential?
318 of 380 name a credential in their source; the most common are OPENAI_API_KEY (147), ANTHROPIC_API_KEY (80), GEMINI_API_KEY (62), OPENROUTER_API_KEY (26), DEEPSEEK_API_KEY (22). A server with no credential listed has not been shown to need none; check its README.
Are there official MCP servers for model apis?
Yes: mcp-redis is named as a vendor’s own server.
How are servers placed under model apis?
By a stated rule over what each one declares it reaches and what it says it does, never by a classifier. A server can sit in no category when no rule fired, which does not mean it belongs nowhere.