MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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gh-find-code-mcpgithub.com/talwrii/gh-find-code-mcpupdated this year
An MCP server to find code on GitHub via gh search repos
pypi MIT License -
gh-find-code-mcpgithub.com/talwrii/gh-find-code-mcpupdated this year
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★ 1 -
claude-code-conversation-search-mcpgithub.com/TonySimonovsky/claude-code-conversation-search-mcpstale
Stop losing Claude Code conversations. Search across all projects, find old chats, and resume where you left off.
MIT ★ 5 -
Code intelligence MCP server — let AI assistants explore your entire codebase, find callers, and trace impact in one query.
MIT ★ 1 -
Self-hosted code search and bulk operations across all your repositories. Powered by Zoekt.
Apache-2.0 ★ 9 -
Local MCP server for hybrid semantic and lexical code search, powered by Ollama and SQLite with zero runtime dependencies.
MIT -
Google Search Console MCP server and SEO dashboard for Claude Code, Antigravity and any MCP client. Sign in with Google in one click, export GSC performance reports to CSV with one command, inspect URLs, submit sitemaps, verify sites and split branded vs non-branded queries. Free, open source, runs locally.
npm MIT ★ 2 -
Ultra-fast indexed code search engine — faster than ripgrep on repeated searches, lighter than zoekt. Built-in MCP server for AI agents. Also does fast file finding (fd/find alternative).
Apache-2.0 ★ 22 -
Local MCP server for code search and navigation (search_code, find_symbol, find_refs, goto_def) for AI coding agents. Node shim for the native Astrolabe AI binary.
npm MIT OR Apache-2.0 -
Find vetted agent skills for your task, PyPI packages for your code, and research behind both — Skill Federation finder as a Node MCP server. Zero-install via npx; exposes find_skills / find_packages / find_research / get_skill_bundle tools to Claude and
npm MIT -
Semantic code search MCP server for Claude Code — find code by meaning, not just text matching
MIT ★ 4 -
heuristic-mcpgithub.com/softerist/heuristic-mcpupdated this year
Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.
MIT ★ 20 -
Local code search and navigation for coding agents. Find files, symbols, and line ranges through a CLI or MCP server.
MIT ★ 1 -
@iflow-mcp/softerist-heuristic-mcpgithub.com/softerist/heuristic-mcpupdated this year
An enhanced MCP server providing intelligent semantic code search with find-similar-code, recency ranking, and improved chunking. Fork of smart-coding-mcp.
npm MIT -
Local MCP server for Claude Code, Codex and Cursor: hybrid code search and a call graph, so your coding agent finds the right file with far fewer tokens. Measure it on your repo with `nexus-mcp-ci eval`.
pypi MIT -
Code search that lets AI coding agents find the right files in fewer steps. Use the hosted endpoint or self-host, works with Claude Code, Copilot and Cursor via MCP.
MIT ★ 12 -
codeindex-mcpgithub.com/lexandro/codeindex-mcpupdated this year
In-memory MCP server for code search — full-text search, glob file lookup and an auto-updating file watcher. Replaces grep/find for AI agents. Single static Go binary.
MIT ★ 3 -
Code intelligence for agents: find the code that matters and keep your context window and tokens lean.
Apache-2.0 ★ 163 -
fossick-mcpgithub.com/lipdog/fossick-mcpupdated this year
MCP server — search code, find libraries, and evaluate dependencies across all of GitHub, PyPI, and npm
pypi MIT -
Find source context and trace calls across languages in Claude Code, Codex and other MCP agents.
pypi Apache-2.0 ★ 95 -
Fast, fully-local code search & navigation for large codebases — cuts the tokens an AI coding agent spends finding code. Lexical + symbolic + semantic, memory-mapped, no GPU, no cloud.
MIT -
Better code starts with the right context. OpenContextually finds, ranks, and explains what your coding agent should read first.
MIT ★ 1 -
A precise local codebase map for AI coding agents: find, trace, and predict with file-line evidence.
pypi MIT -
fossick-mcpgithub.com/Lipdog/fossick-mcpupdated this year
Search all of GitHub from your AI agent — find libraries, drill into repos, search code patterns. MCP server for Claude, Cursor, and other agents.
MIT ★ 5 -
Local code intelligence engine for AI coding agents. Answers "what breaks if I change this" and finds the right file for 99.4% fewer tokens than grep and read. Fully local, no GPU, no upload.
Apache-2.0 -
zemailgithub.com/zeroentropy-ai/zemailupdated this year
Semantic search over your Gmail, from inside Claude Code. Embeds your full inbox with zembed-1 and reranks with zerank-2 — finds emails by meaning, not keywords.
★ 5 -
Self-hosted semantic code search MCP server for Claude Code, Cursor, Codex and Copilot. Indexes many repos locally with tree-sitter AST chunking, a symbol graph (find usages) and git history, on Qdrant + local llama.cpp embeddings. Your code never leaves your machine. MIT.
npm MIT ★ 34 -
Claude Code plugin for the MCPI Gateway: one MCP server in front of all your remote MCP endpoints, with tool search (find_tools / call_tool).
MIT -
MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory
npm MIT -
Search and memory across your AI coding sessions — one index over Claude Code, Codex, and Pi. Fuzzy-find and resume from the CLI, give agents recall via MCP, and get usage reports.
MIT ★ 50 -
@texau/mcp-serverupdated this year
MCP server for TexAu Enterprise API — LinkedIn enrichment, people search, post search, email finding & verification, sync waterfall enrichment (email/phone/person/company) for AI agents, Claude, Cursor, Windsurf, VS Code Copilot, and more.
npm MIT -
liengithub.com/getlien/lienactive
Local-first semantic code search for AI coding assistants. Indexes your codebase with local embeddings and serves context over MCP — find code by meaning, check impact before editing, and surface complexity hotspots, all without sending code externally.
AGPL-3.0 ★ 2 -
Cortex by AstroQuest — the code-context engine for AI agents. find, card, read, impact: understand a codebase in a few calls and ~10x fewer tokens. CLI + MCP server, local, Rust.
NOASSERTION -
smart-forkgithub.com/recursive-vibe/smart-forkupdated this year
Smart Fork Detection - MCP server for Claude Code that enables semantic search of past session transcripts and intelligent session forking. Find and resume relevant conversations instantly with AI-powered search, clustering, and session management.
MIT ★ 8 -
Free plugins for Claude Code and Codex: Google indexing, Search Console, site audits, live Google results, and a resume kit tailored to one job. From Find Untapped Growth.
MIT -
mcp-ctagsgithub.com/vishalkumar14/mcp-ctagsupdated this year
MCP server for fast code navigation using Universal Ctags and ripgrep — find symbol definitions and references across any codebase
npm MIT -
A desktop search engine for everything you write, read, and keep. Connect your Obsidian vault, projects, Calibre library, and code repos, then find anything with local hybrid search and expose through MCP.
Apache-2.0 ★ 12 -
claude-code-historygithub.com/thegauravmahto/claude-code-historyupdated this year
Search and resume your Claude Code session history from inside any Claude Code session. A local-first MCP plugin with SQLite FTS5 full-text search and AI-generated session titles (Haiku). Find that conversation you can't remember the name of.
MIT ★ 1 -
Unofficial evidence-first CLI + read-only MCP server for X's open-source algorithm (xai-org/x-algorithm): commit-pinned SHA-256 spans, code index, findings that go STALE.
Apache-2.0 -
Find MCP - the npm client for the agentage MCP directory: thin stdio MCP proxy bridging stdio-only clients (Claude Desktop, Cursor, VS Code) to catalog.agentage.io/mcp - search 17,000+ MCP servers from any MCP client.
npm MIT -
Open-source skills and MCP tools that let Claude Code or Codex find, score and apply to jobs, with a local dashboard. By jobfishing (jobfish.ing), formerly JobMatchFlow.
MIT ★ 28 -
Personal memory for Claude Code and Codex. Save links, notes, and files from inside the agent; find them later by describing what you remember. Local SQLite + embeddings, no API key.
MIT -
The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Cut agent token costs by finding code without reading the repo, then keep large codebases off the complexity wall: blast radius, tests to run, quality deltas as you write. Every guess labelled, every loss published. Paddle out with a map.
Apache-2.0 ★ 2,543 -
Find a Vienna rental from a Claude Code conversation: MCP servers for ImmoScout24 (willhaben opt-in), cross-source dedupe, €/m² value scoring, an HTML report, and a Telegram swipe bot
NOASSERTION ★ 1 -
MCP server for markdown — search, extract sections, list headings, find code blocks
npm MIT ★ 8 -
Local MCP server for Google Search Console: search analytics, URL inspection, sitemaps and SEO opportunity finding for Claude Desktop and Claude Code.
MIT -
Read the paper. Find the source. An open-source MCP server for searching, reading and analyzing arXiv papers, and finding their code.
Apache-2.0 ★ 2 -
arxiv-research-mcpgithub.com/smorande/arxiv-research-mcpupdated this year
MCP server for data scientists — search ArXiv papers, find code, get citations, track SOTA benchmarks. Zero API keys needed.
MIT ★ 1 -
MESS — the ledger your coding agents keep. Remote MCP server: agents log every service account they create or find, search before provisioning, flag ownerless data/money accounts. Metadata only, never secrets.
MIT -
scrape.land for AI assistants: read any web page as markdown or JSON, search the web, find local businesses. Remote MCP server, Claude Code plugin, Gemini CLI extension.
MIT -
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.
★ 239 -
Read the paper. Find the source. An MCP server that lets AI agents search, read and analyze arXiv papers, and find their code.
pypi Apache-2.0 -
A powerful MCP (Model Context Protocol) server enabling AI assistants to analyze, search, and navigate codebases with precision. This tool bridges the gap between AI and your software projects by providing comprehensive code exploration capabilities including symbol search, definition finding, import analysis, and advanced code metrics.
MIT ★ 1 -
Let your AI agent browse Pinterest — search pins, see images, find similar, read boards, download originals. MCP server for Claude Code, Codex, Cursor. No login, no API key, no browser.
npm MIT ★ 1 -
readfile_mcpgithub.com/xue20010808/readfile_mcpno update data
Explore your local files with fast glob matching and text search. Find files across directories and pinpoint patterns in code, logs, or docs. Focus searches on any folder to keep results relevant.
smithery -
I couldn't find a good web grounding MCP server for Goose, so I made one for me. This server exposes a single "Agent" tool that combines real-time Google Search, deep URL analysis, and Python code execution to solve complex, multi-step research and data tasks.
MIT -
Find agent skills by meaning, not keywords. Local semantic search over shared SKILL.md repos for Claude Code, Codex and OpenCode, as an MCP server. Add any number of skills without growing your agent's context: nothing loads until you pick it.
MIT -
MCP server that finds MCP servers. Search, evaluate, and install 135,000+ MCP servers from the Official MCP Registry and Glama, with trust signals and install config for Claude, Cursor, Claude Code, Cline, and Windsurf.
npm AGPL-3.0 ★ 14 -
MCP server that gives AI coding agents instant, grounded file discovery: one search call returns exact paths from an NTFS $MFT index, instead of burning tokens on ls/grep/find probing.
MIT ★ 10 -
One MCP server for every Shopify store. Search products, compare inventory, find catalog gaps, track fulfillment SLAs, and make guarded updates from Claude, ChatGPT, Codex, Cursor, and VS Code. Host it for your team with per-user Shopify sign-in.
npm MIT ★ 5