MCP servers

Indexes a codebase into a knowledge graph and gives the agent call chains, change blast radius and code search over MCP

A semantic code search MCP server: indexes the project into a vector database and gives the agent only relevant snippets

A remote MCP server that gives the agent docs and code of any public GitHub repository with nothing to install

Ref's MCP server: documentation search for APIs and libraries that hands the agent only the relevant parts of pages

An MCP server from LangChain that serves docs from the llms.txt files you choose, with auditable tool calls

An MCP server for analyzing large 1C codebases with less context: the agent runs scripts server-side and gets only a compact result

MCP server for the Lineai platform (formerly CodeLogic): impact analysis of code and database changes from a dependency graph