Microsoft's official MCP server for Azure DevOps - work items, repos, pipelines, wikis, test plans and iterations, reachable from any MCP client in plain language.
Codanna
Summary
Local code intelligence MCP server that returns symbol context, call graphs and impact analysis in a single call — 15 languages, indexed on your own machine.
Features
- One MCP call returns symbol context, call graph and impact analysis, pre-correlated
- Semantic and symbol search across an on-disk index of your repository
- Call-graph and dependency tracking with exact call sites for callers and callees
- Recursive impact analysis to estimate the blast radius of a change
- Runs as a persistent MCP server (stdio, HTTP, HTTPS) or as a one-shot CLI with no daemon
- --watch keeps the index current as files change
- Parses 15 languages including Rust, Python, TypeScript, Go, Java, Swift and C++
- Indexes locally — no source code leaves your machine
Installation
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
Description
Codanna is a local-first code intelligence server for AI coding agents. It indexes a repository on disk and exposes symbol search, semantic search, call graphs, dependency tracking, document RAG and impact analysis over the Model Context Protocol, so an agent can ask one question instead of running the usual grep-open-read loop across dozens of files.
The headline tool is semantic_search_with_context, which fuses five separate lookups into one response: for every semantic match it returns the symbol identity, its signature and docstring, the functions it calls with exact call sites, the functions that call it, and the recursive blast radius of changing it. For an agent working in a large codebase, that collapses a long chain of tool calls into a single pre-correlated result.
Codanna runs two ways from the same toolset. As a persistent MCP server (codanna serve, over stdio, HTTP or HTTPS) it suits session-long agent work, and --watch keeps the index hot as files change. As a one-shot CLI (codanna mcp find_symbol name:"…") it needs no daemon, which makes it easy to wrap in slash commands, bash hooks, CI steps or an Agent Skill in any harness that can run a shell command.
Written in Rust and distributed via an install script, Homebrew, PowerShell or Cargo. It parses 15 languages — Rust, Python, JavaScript, TypeScript, Java, Kotlin, Go, PHP, C, C++, C#, Clojure, Lua, Swift and GDScript — and works with Claude Code, Cursor, Windsurf, Codex, Gemini and any MCP-compatible client. Indexing happens entirely on your machine, so no source code is sent to a third-party service. Apache-2.0 licensed and free.
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