MCP servers

Official reference MCP servers: Filesystem, Fetch, Git, Memory, Sequential Thinking, Time and Everything

Up-to-date, version-specific library docs and code examples in your agent's context, via MCP or a CLI plus skill

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

Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call

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

A local codebase index for agents: hybrid search, dependency graphs and change impact analysis

A bridge from an LSP language server to the agent: definitions, references, diagnostics, hover and symbol rename

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

A SQLite code index with MCP tools for search, call graphs and metadata, including 1C dumps from Designer and EDT

A Neo4j graph of 1C configuration metadata and code with MCP tools, a web console and a built-in search agent

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

MCP server for Rails YAML and JSON locale files: read, search, write and audit translations