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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Extract any website's design as real CSS and Tailwind, inside Claude Code and Codex. Free MCP server + skills from the makers of SnipCSS.
MIT ★ 2 -
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
npm MIT ★ 5,097 -
The hosted MCP server for Invoice Data Extraction: the whole extraction loop as tools for ChatGPT and Claude, connected by signing in, and for Claude Code, Codex, Cursor, Hermes, OpenClaw and Gemini CLI, with your API key as the credential.
MIT -
@humancontext/intent-enginegithub.com/nav-stackai/hc-intent-engineupdated this year
Human-intent extraction from AI coding sessions. MCP server + CLI for Claude Code, Cursor, Windsurf, and more.
npm Apache-2.0 -
MCP server for efficient PDF text extraction, search, and metadata retrieval for Claude Code
npm MIT -
MCP server for efficient PDF text extraction, search, and metadata retrieval for Claude Code
npm MIT -
Resilient multi-provider web search & content extraction for Claude Code, DeepSeek Harness, and any MCP host — quota-aware failover, JS rendering, and a CLI.
Apache-2.0 ★ 2 -
Agent skills that give AI agents live web data — search, scrape, and extract structured data with Extraction Templates and Web Search Agents, plus one-command business intelligence workflows. Plugin and MCP server for Claude Code, Cursor, Codex, and Grok.
MIT ★ 73 -
auto-reader-ocrgithub.com/Samqra/auto-reader-ocrupdated this year
Arabic-first OCR, translation & document extraction API — MCP server for Claude Code & agents. Keyless: first call mints a free trial key.
MIT -
scout-mcpgithub.com/Scout-AI-Labs/scout-mcpupdated this year
Scout MCP server: web search, scraping, and extraction tools for Claude Code, Codex, Gemini CLI, Antigravity, Cursor, and any MCP client
MIT ★ 5 -
mcp-memory-lancedb-progithub.com/bcornish1797/mcp-memory-lancedb-proupdated this year
Full-featured long-term memory system for Claude Code via MCP — hybrid retrieval, smart extraction, auto-capture, intelligent forgetting
npm MIT -
@2kw/ai-mcp-serveractive
MCP server for 2kw.ai — EU-hosted AI platform: OpenAI-compatible LLM gateway, schema-driven document extraction, transcription, agents with a knowledge base, and cost observability. 199 tools for Claude Code, Cursor, and Windsurf.
npm SEE LICENSE IN LICENSE -
arxiv-reader-mcpgithub.com/YounesBensafia/arxiv-reader-mcpupdated this year
Want to search arXiv papers, fetch metadata, and extract full-text PDFs without leaving your editor? This MCP server connects any MCP-compatible client (Claude Code, etc.) directly to arXiv.
MIT ★ 25 -
plumb-mcpgithub.com/tathagat22/plumb-mcpupdated this year
The two-way Figma MCP server: extract designs as compact specs and verify your code with a built-in loop (design → code), OR turn a prompt into a full, on-brand Figma design directed by an AI design director that researches references, extracts a brand, a
npm MIT -
@huegrid/mcp-servergithub.com/huegrid/huegrid-appupdated this year
MCP server for HueGrid — search 1,800+ gradient presets, generate code (CSS/React/Vue/Svelte/Swift), extract colors from images, and browse the community gallery. Works with Claude, Cursor, Windsurf, and any MCP-compatible AI tool.
npm MIT -
Model Context Protocol server for GitHub code extraction using Pera1 service
npm MIT -
llamaindex-agent-toolboxgithub.com/vincentwei1021/agent-toolboxupdated this year
LlamaIndex integration for Agent Toolbox API — 13 tools for AI agents: search, extract, screenshot, weather, finance, news, translate, geoip, whois, dns, pdf-extract, and qr code generation
pypi MIT -
clean-fetchgithub.com/kenta-hi/clean-fetchupdated this year
Clean, trustworthy WebFetch replacement for Claude Code. Trafilatura-based extraction + injection protection + SSRF blocking.
MIT ★ 1 -
Lightweight code indexing and exploration powered by Lua, with multi-language symbol extraction, call graphs, and incremental updates.
npm BSD-2-Clause -
SearXNG search MCP for Claude Code & Grok — privacy metasearch + page extract for agents.
NOASSERTION ★ 4 -
Native Codex plugin plus Claude Code workflows and installer for video analysis, document extraction and cited research
npm MIT -
🧠 Python MCP Server for AST Codebase Intelligence, Symbol Extraction, Cyclomatic Complexity & Refactoring Analysis — compatible with Cursor, Claude Code, Windsurf & AI Agents.
MIT ★ 1 -
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
npm MIT ★ 1,506 -
lossless-codegithub.com/GodsBoy/lossless-codeupdated this year
DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.
MIT ★ 15 -
Figma design-to-code MCP server for extracting design tokens, frame layouts, component trees, and CSS styling.
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Claude Code plugin for SaltCrate Oracle - 8 MCP web-intelligence tools (search, extract, fetch, verify, monitor, check_deps) with a free tier, no API key.
MIT -
tokennukegithub.com/bigjai/tokennukeupdated this year
Intelligent code indexing MCP server. Tree-sitter AST extraction, hybrid search (FTS5 + vector), call graphs, 10 languages, incremental indexing. Save 99% of tokens.
pypi MIT -
claude-config-mcpgithub.com/znlnzi/claude-config-studioupdated this year
MCP Server for managing Claude Code configuration with luoshu (洛书) cross-session intelligent memory — semantic search, auto-extraction, and LLM-powered recall.
npm MIT -
meetscribegithub.com/qa-aman/meetscribeupdated this year
Record, transcribe, and extract action items from meetings inside Claude Code. Bring your own API key. macOS, Node 18+.
MIT ★ 3 -
Extract live municipal building permits (commercial TI, solar, roofing, ADU) & code violations from Socrata/ArcGIS portals + auto-pierce LLC owners to wireless phones (Python SDK + MCP Server)
MIT -
MCP server for semantic code search and codebase analysis — Treesitter parsing, AST extraction, and embedding-based indexing for any LLM that supports MCP
npm MIT -
"MCP server for fetching and exploring NPM package source code. Built with TypeScript, supports package browsing, file extraction, and code analysis."
MIT ★ 1 -
MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory
npm MIT -
MCP server that gives Claude Code the ability to watch and understand videos — extracts frames via ffmpeg and processes audio via multiple backends
npm MIT -
truss-email-triage-mcpgithub.com/claw-factory/email-triage-mcpupdated this year
Agentic email triage for Claude Code — classify, extract tasks, auto-label, and manage your inbox with AI
npm MIT -
A MCP for Claude Desktop / Claude Code / Codex / Cursor to extract and manage YouTube video knowledge.
MIT -
Open-source Cloudflare Browser Rendering proxy — 10 MCP tools for Claude Code (content, screenshot, PDF, markdown, scrape, JSON AI extraction, links, a11y, crawl)
MIT ★ 9 -
The Autonomous Context Firewall & MCP Server for AI Coding Agents. Compress noisy test logs by 90%+ and extract Python AST skeletons at 0 LLM tokens.
★ 1 -
MCP tools and Claude Code workflows for video analysis, cited research, document extraction, knowledge storage, and optional explainer video production.
MIT ★ 23 -
mcp-session-insightgithub.com/ArtLjn/mcp-session-insightupdated this year
MCP Server for Claude Code Session Insight — structured data extraction with LLM synthesis guidance
MIT ★ 1 -
code-graphgithub.com/ysterbal/code-graphupdated this year
Multi-language code parser (Python, Rust, JS/TS, Go, Java, C/C++) that extracts dependency graphs and stores them locally in SQLite. Provides three access methods: CLI for direct queries, REST API for programmatic use, and MCP server for IDE integration with Claude or Cursor.
★ 2 -
Teach your AI coding agent what your DevExpress XAF application actually does. Roslyn-based extraction of entities, controllers, business rules and Model Editor customizations.
MIT ★ 9 -
@morningljn/mcp-session-insightupdated this year
MCP Server for Claude Code Session Insight — structured data extraction, git log collection, and LLM synthesis guidance
npm MIT -
Code-intelligence and evidence engine for coding agents: indexes symbols, call edges and config references, serves them over MCP and harness hooks, and proves plan claims with a verify gate. Extraction quality is measured against independent oracles. Local, pure Go.
NOASSERTION ★ 1 -
Copro: an MCP coprocessor for Claude Code. Delegates side tasks (reading files, summaries, first-pass reviews, extraction) to cheap cloud or local LLMs with budget routing, fallback chains, quota awareness and guardrails.
MIT ★ 1 -
mcp-vibe-checkerupdated this year
Parses code to extract function and variable names, assigns personality types (main character, NPC, villain origin story, etc.), rates variable name energy 1-10, suggests aesthetic alternatives, and gives an overall vibe score with code aesthetic assessme
npm MIT -
mcp-web-toolsgithub.com/hvzmmtb4t7-web/mcp-web-toolsupdated this year
Give any AI agent web browsing capability via MCP. Fetch URLs as Markdown, search the web, extract content. Works with Claude Code, Cursor, Continue.
MIT -
Semantic Java refactoring for AI coding agents. Rename, move, extract, inline, pull up/push down and more — backed by Eclipse JDT, the same engine as IntelliJ and Eclipse. The IDE your coding agent never had.
Apache-2.0 ★ 3 -
Self-hosted MCP memory server. Each project gets isolated memory with LLM fact extraction, deduplication and semantic search. Works with Claude Code, Codex, Copilot, Cursor and any MCP client.
AGPL-3.0 ★ 7 -
her-eyesgithub.com/Penty-d/her-eyesupdated this year
带上她的眼睛 · Give a text-only LLM eyes — a single-binary MCP tool that lets agents like Claude Code / Codex call a vision model to extract structured key information from images.
MIT ★ 2 -
Official Model Context Protocol (MCP) server for AliasMail (https://aliasmail.space) — Zero-log disposable temporary inboxes, autonomous OTP & verification code extraction, and email security tools for AI agents.
MIT ★ 1 -
googleADK_vth_LiteLLMgithub.com/AnithaKarre/googleADK_vth_LiteLLMupdated this year
A Figma design-to-code agent built on Google ADK and LiteLLM — extracts design tokens (text, colors, layout) from Figma via a custom MCP server and generates JSX-ready code. Supports multi-provider LLM routing and modular prompt templates.
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TypeScript MCP server that gives coding agents Tavily Search, Extract, Crawl and Research.
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A free, uncapped stdio MCP server that searches the web via DuckDuckGo/ddgs and returns page-body extracts. Ships as a single self-contained binary. Works with Claude Code, ZCode, and any MCP client.
AGPL-3.0 ★ 7 -
truss-ap-automation-mcpgithub.com/claw-factory/truss-ap-automation-mcpupdated this year
TRUSS AP Automation MCP — AI-powered accounts payable automation for agents. Invoice extraction, GL coding, duplicate detection, approval routing, compliance checks, and payment scheduling.
npm MIT -
MCP-Memory-LanceDB-Progithub.com/bcornish1797/MCP-Memory-LanceDB-Proupdated this year
Full memory-lancedb-pro memory enhancement system for Claude Code via MCP protocol — hybrid retrieval, smart extraction, auto-capture, intelligent forgetting, multi-scope isolation. Feature parity with OpenClaw memory-lancedb-pro plugin.
MIT -
AI document intelligence for Paperless-ngx — semantic search, receipt extraction, and one-click DATEV export with a built-in bilingual web UI. 100% local via Ollama, ships as an MCP server for Claude Code.
MIT ★ 34 -
evernote-local-mcpgithub.com/nord342/evernote-local-mcpupdated this year
Read your Evernote v10+ notes from Claude (Desktop or Code) without an API key — local MCP server + CLI for macOS. Includes image OCR, PDF text extraction, and inline image viewing.
MIT ★ 1 -
Stop Claude Code/Cursor from guessing UI. Extract any website's design system into a spec-valid DESIGN.md that passes the official @google/design.md linter.
npm MIT -
Model Context Protocol (MCP) server for zip archives: create, inspect and extract. Make a zip, look inside one, and unpack one, entirely on your machine. Works with Claude Desktop, Claude Code and Cursor.
MIT