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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Fast-Embedding-MCP-SSEgithub.com/Rikka-Botan/Fast-Embedding-MCP-SSEupdated this year
Fast static text embeddings via OpenAI-compatible API & MCP server. English, 16M params, Matryoshka 512→32D.
Apache-2.0 -
fast-bitrix24-mcpgithub.com/darkclaw921/fast-bitrix24-mcpupdated this year
MCP сервер для взаимодействия с Bitrix24 rest api на основе fast-bitrix24
pypi -
fast-bitrix24-mcpgithub.com/darkClaw921/fast-bitrix24-mcpupdated this year
MCP сервер для взаимодействия с Bitrix24 rest api на основе fast-bitrix24
★ 2 -
@iflow-mcp/mcp-screenshot-website-fastgithub.com/just-every/mcp-screenshot-website-fastupdated this year
Fast screenshot capture tool for web pages - optimized for Claude Vision API
npm MIT -
sensenova-u1-mcpgithub.com/microbiosis/sensenova-u1-mcpupdated this year
SenseNova U1 Fast MCP Server — 商汤科技文生图 API 的 MCP 服务
npm MIT -
kmp-api-lookup-mcpgithub.com/sulg-ik/kmp-api-lookup-mcpupdated this year
MCP server for fast Kotlin/Native iOS klib API lookup
npm MIT -
Fast SaltStack salt-api CLI client & Full-Access MCP Server in Go
MIT ★ 1 -
Index Kotlin/Native iOS klib APIs with this MCP server for fast symbol lookup and local database management.
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kmp-api-lookup-mcpgithub.com/SuLG-ik/kmp-api-lookup-mcpupdated this year
Fast MCP server for Kotlin/Native Apple API lookup with local klib indexing, compact symbol cards, and on-demand metadata inspection.
★ 4 -
StravaMCPgithub.com/Stealinglight/StravaMCPupdated this year
MCP server for the Strava API - a fast Go binary with zero cloud infrastructure
ISC -
48-zodiac-cyber-readergithub.com/niukesi/48-zodiac-cyber-readerupdated this year
Provides fast analysis of 48 zodiac compatibility without requiring API keys or local access. (48星区赛博星契师：专注48星区配对与灵魂解读的专属大模型工具) #aistro #tarot #divination
MIT -
relace-mcpgithub.com/possible055/relace-mcpupdated this year
Unofficial Relace MCP Server - Fast code merging via Relace API
pypi MIT -
Lightning-fast web search API in Rust — scrapes Brave and Yahoo concurrently, returns normalized JSON. No API keys required. Runs as HTTP or MCP server for AI agents.
NOASSERTION -
Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ASNs, and DNS records using natural language through Model Context Protocol
★ 16 -
Fast, idiomatic Go MCP server for web search, image search, and page scraping to Markdown. Runs locally, no API keys, free.
MIT ★ 23 -
Hacker News MCP server for Claude Desktop & AI assistants. Browse HN stories, search posts, read comments, analyze users. Clean, fast, actually works - no API keys required.
MIT ★ 6 -
Python based FAST API and MCP server containing game meta data and content to be used in the wiki or to deploy as an MCP server for an AI agent like Claude. This allows you to easily search for content and details regarding the game 2009scape
Apache-2.0 ★ 18 -
Use your own signed-in ChatGPT web account as an MCP server, OpenAI-compatible API, REST API and CLI — chat, files, thinking, web search, images, fast long-audio transcription, read aloud.
MIT ★ 2 -
Fast, cheap, probability-scored decisions for coding agents, scripts and CI: a CLI and MCP server for the OpenAI Decisions API and Jev (TypeSafe AI)
npm MIT -
MCP server for Google Search via pure scraping (no API key): HTTP fast path with cookie bootstrap, Camoufox browser fallback, proxy pool, adaptive cooldowns, forensics.
MIT -
Fast Python SDK, REST API & Claude MCP Servers for SEC EDGAR (Form 4 Insider Trading, 13F Hedge Fund Whales, N-PORT ETFs, 10-K/10-Q XBRL, 8-K, 13D, Form D), FDA Biotech Catalysts & US B2B Lead Generation.
★ 1 -
Turn your Readwise library into a blazing-fast, self-hosted semantic search engine – complete with nightly syncs, vector search API, Prometheus metrics, and a streaming MCP server for LLM clients.
MIT ★ 24 -
Fast local MCP server for deterministic cross-service API-chain discovery across REST, GraphQL, Kafka, TypeScript, and FastAPI.
pypi MIT License -
Fast local MCP server for deterministic cross-service API-chain discovery across REST, GraphQL, Kafka, TypeScript, and FastAPI.
MIT ★ 4 -
domain-mcp-servergithub.com/waabox/domain-mcp-serverupdated this year
MCP server that clones and analyzes microservices to extract business rules, APIs, and data models—represented as an in-memory graph for fast reasoning.
MIT ★ 1 -
DEV.to MCP Server — fast, single-binary Model Context Protocol server for the Forem/DEV.to API. Go + stdio, no cold starts.
MIT ★ 3 -
Fast native Swift OmniFocus MCP server and CLI for macOS. Let AI assistants safely read, update, complete, and organize tasks and projects through documented Omni Automation APIs.
MIT ★ 59 -
A fast browser-use layer for CLI coding agents: MCP server, CLI and Python API. This package is a launcher; it runs the Python tool through uv.
npm MIT -
Fast, cheap, probability-scored decisions for coding agents, scripts and CI. CLI + MCP server + Claude Code plugin for the OpenAI Decisions API and Jev (TypeSafe AI).
npm MIT ★ 8 -
MCP server: which AI model is up, fast, popular or low-priced right now. Public data, no API key. Node 18, zero deps.
MIT -
google-ai-modegithub.com/XD06/google-ai-modeupdated this year
Local Google AI Mode (udm=50) with OpenAI-compatible API, MCP & CLI. Dual-layer engine: curl_cffi fast path + real Chrome CDP fallback for TLS fingerprint bypass.
★ 3 -
TuxScout — Cross-Platform AI Agent Reconnaissance, Media & Deep Research Suite (Web Search, Verified Image Search/DL, Fast Markdown Fetch, Low-RAM Puppeteer JS, YouTube Video/Audio/Transcript, 4-Stage Deep Research — CLI, MCP, HTTP API & SDK)
MIT -
crwgithub.com/fastcrw/crwactive
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
npm AGPL-3.0 ★ 1,259 -
A powerful native SillyTavern extension for high-performance local web search and scraping. Built using Playwright for superior page extraction with full MCP tool-calling parity. No external API keys required—fast, private, and fully integrated with the SillyTavern UI.
MIT ★ 5 -
Local RAG search engine and MCP server for AI agents (Claude Code, Cursor, VS Code): hybrid BM25 + semantic search with reranking over Markdown and Obsidian notes, PDF, Office files and emails, fast at tens of millions of passages. Backlinks, metadata filters, browser UI. Runs on your own GPU or CPU: no cloud, no API keys.
MIT ★ 1 -
Local RAG search engine and MCP server for AI agents (Claude Code, Cursor, VS Code): hybrid BM25 + semantic search with reranking over Markdown and Obsidian notes, PDF, Office files and emails, fast at tens of millions of passages. Backlinks, metadata filters, browser UI. Runs on your own GPU or CPU: no cloud, no API keys.
pypi MIT -
fast_bridge_backendgithub.com/desodre/fast_bridge_backendupdated this year
Backend of fast_bridge using uiautomator2
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light_wikipedia_cligithub.com/felixscode/light_wikipedia_cliupdated this year
A fast, lightweight Wikipedia CLI and MCP server written in Go
★ 1 -
Live fast food prices from 10 US chains: Big Mac Index by state, chain medians & price changes.
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document-mcp-servergithub.com/Mohataseem89/document-mcp-serverupdated this year
A FastMCP-based document server that exposes files as MCP resources and tools for AI-powered document retrieval and search.
MIT -
A multi-server Discord control plane that exposes Discord operations as MCP tools, resources, and prompts for AI clients, with a built-in conversational AI agent.
Apache-2.0 ★ 11 -
Read-only MCP server for Oracle Integration Cloud (OIC) - inspect integrations, connections, runtime instances, errors, and flow logs from any MCP client.
MIT -
Document intelligence service: upload docs, search by meaning, get cited answers from a local LLM (RAG), exposed to AI assistants via MCP. FastAPI, Qdrant, Postgres, Ollama, sentence-transformers, LangSmith.
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solobooksgithub.com/danjamk/solobooksupdated this year
Local-first billing and bookkeeping for solo consultants. Time tracking, invoice generation with PDF, expense management, bank reconciliation, and S-Corp financials — all from a single SQLite file. Web UI (FastAPI + HTMX) for humans, MCP server (49 tools) for Claude.
MIT -
Ultra-fast bulk email verifier & MX/SMTP validator
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Send requests, understand responses, and keep your workflows together in a fast native desktop app.
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aitreegithub.com/Paracci/aitreeupdated this year
🌳 Project file map generator for AI-assisted development. Fast, interactive, and MCP-compatible.
MIT -
Connect AI assistants to your YNAB budget for natural language expense tracking, budget analysis, and financial insights. Secure, fast, and easy to integrate.
MIT ★ 2 -
A fast embedded graph database for AI applications and graph analytics
Apache-2.0 ★ 11 -
🔍 Search and cache PyPI packages using regex for fast, detailed results on names, versions, maintainers, and descriptions.
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A public, authless MCP server that gives AI assistants fast, precise access to Discord's developer documentation.
NOASSERTION -
logitgithub.com/kytmanov/logitupdated this year
A terminal-first Jira Tempo logger with MCP support for Claude, Codex, and OpenCode: log time, preview entries, and check stats fast.
MIT ★ 3 -
Job_Recommender_System_with_MCPgithub.com/chitaki10/Job_Recommender_System_with_MCPupdated this year
You said: how to activate uv env ChatGPT said: uv is a fast Python package manager and virtual environment tool (alternative to pip + venv). To activate a uv environment, follow these steps: Step 1: Create a virtual environment using uv Open terminal in
★ 1