AiCore
AiCore is an MCP server, listed under search. It reaches brave and claude. It needs BRAVE_API_KEY and CLAUDE_PROXY_TOKEN to authenticate. Its repository has 27 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.
AiCore includes a module for tracking, analyzing, and visualizing LLM operations and supports MCP.
Install
Read from AiCore’s own README, close to verbatim -- not written by us, and not guessed.
pip install git+https://github.com/BrunoV21/AiCore
What it reaches, and what it needs
Maintenance
AiCore now includes a comprehensive observability module that helps you track, analyze, and visualize your LLM operations. Now with MCP support!
What AiCore can do
3 tools documented in its README. An AI client calls these by name.
acomplete- Generate a text completion asynchronously.
complete- Generate a text completion synchronously.
tool_callback- Set a callback function for tool call events.
Read from the README; names are kept only if the README contains them.
AiCore compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| AiCore (this page) | brave, claude | BRAVE_API_KEY, CLAUDE_PROXY_TOKEN | 27 | 2026-07-03 | Apache-2.0 |
| mcp-compose | brave, oauth(1 shared) | BRAVE_API_KEY, MCP_API_KEY, OAUTH_CLIENT_SECRET | 58 | 2025-10-09 | AGPL-3.0 |
| mcp-web-search-tool | brave(1 shared) | BRAVE_API_KEY | 16 | 2026-10-16 | MIT |
| brave-search-mcp-sse | brave(1 shared) | BRAVE_API_KEY | 16 | 2025-04-24 | MIT |
| mcpcodeserver | brave, github(1 shared) | BRAVE_API_KEY, GITHUB_PERSONAL_ACCESS_TOKEN | 14 | 2025-10-13 | MIT |
| anysearch-mcp-server | anysearch | ANYSEARCH_API_KEY | 2,052 | 2026-09-17 | Apache-2.0 |
Ranked by services in common with AiCore, then by stars. Figures are from each repository when we last read it.
Common questions about AiCore
- What does AiCore do?
- AiCore includes a module for tracking, analyzing, and visualizing LLM operations and supports MCP.
- How do I install AiCore?
- Its own README gives this command: pip install git+https://github.com/BrunoV21/AiCore. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does AiCore connect to, and what does it need?
- It reaches brave and claude. The credentials we found in its source are BRAVE_API_KEY and CLAUDE_PROXY_TOKEN.
- Is AiCore official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 27 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-07-03.
- What licence does AiCore use?
- The repository declares the Apache-2.0 licence.
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