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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

Reaches
brave, claude
Credential
BRAVE_API_KEY, CLAUDE_PROXY_TOKEN

Maintenance

Stars
27
State
listed
Licence
Apache-2.0
From the repository

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

AiCore compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
AiCore (this page)brave, claudeBRAVE_API_KEY, CLAUDE_PROXY_TOKEN272026-07-03Apache-2.0
mcp-composebrave, oauth(1 shared)BRAVE_API_KEY, MCP_API_KEY, OAUTH_CLIENT_SECRET582025-10-09AGPL-3.0
mcp-web-search-toolbrave(1 shared)BRAVE_API_KEY162026-10-16MIT
brave-search-mcp-ssebrave(1 shared)BRAVE_API_KEY162025-04-24MIT
mcpcodeserverbrave, github(1 shared)BRAVE_API_KEY, GITHUB_PERSONAL_ACCESS_TOKEN142025-10-13MIT
anysearch-mcp-serveranysearchANYSEARCH_API_KEY2,0522026-09-17Apache-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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