The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
What this is
The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.
Yandex Webmaster MCP
4.5/10MCP server for Yandex.Webmaster API — hosts, search queries, indexing status. Bearer token auth.
Skillsindex
4.5/10Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT actions, IDE plugins.
Crowdsentinel MCP Server
4.5/10AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics
Shodh Memory
4.5/10Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.
Superlocalmemory
4.5/10Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Sqry
4.5/10AST-based semantic code search: 33 tools, 35 languages, call tracing, impact analysis
Autots
4.5/10Automated time series forecasting with model search, anomaly detection, and event risk analysis
Alive Analysis
4.5/10Query alive-analysis history from any AI client. Tools: list, get, search, dashboard export.
Webshift
4.5/10Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Webshift
4.5/10Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
Git Summary
4.5/10Git repo intelligence: summaries, blame, changelogs, branch health, and history search
One Search MCP
4.5/10Web search, URL discovery, scraping & extraction with agent-browser and search providers
Public Official MCP Server
4.5/10Korean public official asset disclosure data (공직자 재산공개) - search and retrieve assets
Npm Search MCP
4.5/10Search npm packages, get live registry data, and compare alternatives. No API key needed.
Google Researcher
4.5/10MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants
Vault MCP Tools
4.5/10Complete Obsidian vault MCP server. 35 tools: notes, search, graph, tags, canvas.
Better Bear
4.5/10MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit
Fossick
4.5/10Search all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.
Smart Web
4.5/10smartfetch direct-URL fetch, smartsearch web search, smartcrawl, smartbrowser local browser actions.
Argus
4.5/10Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.
Better Bear
4.5/10MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit
Context First MCP
4.5/1037-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.
Drop Beacon MCP
4.5/10Search 100K+ EDC products. Track drops, compare prices, and analyze market trends.
Dejared
4.5/10Java decompiler MCP server. Explore, search, and decompile JAR, WAR, EAR, and AAR bytecode.
Scholar
4.5/10Hardened Scholar MCP for deep academic research (Scopus, OpenAlex, Unpaywall) with PDF vision.
Jdl MCP Server
4.5/10Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.
Longmem
4.5/10Persistent cross-project memory for Cursor and Claude Code using local semantic search.
MCP Server
4.5/10Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API.
Heor Agent
4.5/10HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/EMA/JCA).
Nooxus MCP
4.5/10Nooxus Edge Data MCP: Search AI-verified Chinese manufacturers, eliminate B2B hallucinations.
Google Flights
4.5/10MCP server for Google Flights: search, price tracking, cabin comparison, emissions, and more.
Au Bizintel MCP
4.5/10Australian business intelligence MCP — ABN lookup, business search & AI prospect assessment via ABR.
Jaeger MCP
4.5/10Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).
Kibana MCP
4.5/10Kibana/Elasticsearch MCP — log search, aggregations, index discovery, dashboards.
Nanobanana Imagen MCP
4.5/104K AI image generation via NanoBanana Pro 2: Pro + Flash models, Google Search grounding
Aiseo Audit
4.5/10Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.
Claude Ops Telegram Server
4.5/10Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.
Memoraeu MCP
4.5/10Zero-knowledge persistent memory for Claude — encrypted, semantic search, EU hosted.
Agentic Research
4.5/10Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
MCP Gera Clinic
4.5/10Search doctors, check availability, book medical appointments. 7 tools. 50+ countries.
Claude MCP Bridge
4.5/10Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.
Codex MCP Bridge
4.5/10Wraps Codex CLI as MCP tools: codex, review, query, search, structured, ping, listSessions.
Gemini MCP Bridge
4.5/10MCP server wrapping Gemini CLI: query, review, search, structured output, and diff assessment.
MCP Gera Skills
4.5/10GeraSkills MCP — search and install robot capability packs on behalf of an operator.
Groupdocs Metadata MCP
4.5/10MCP server for GroupDocs.Metadata — read, search, write, and remove document metadata.
Wayforth
4.5/10Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
Resy MCP
4.5/10Resy reservation management — search, book, cancel, favorites, and Priority Notify for Claude
Codemaster
4.5/10Explore the Claude Code CLI source — browse tools, commands, search code, and more.
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New servers, score changes, breakages
Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.
Four dimensions, weighted
- Reliability (30%) — repository present, permissive license, not archived, official status.
- Documentation (20%) — description length, website presence, README quality.
- Maintenance (25%) — how recently the code was pushed; versioning discipline.
- Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.
What is MCP?
MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.
Where does the data come from?
Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.
How are servers scored?
Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".
Is this affiliated with Anthropic?
No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.
How often does the directory update?
The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.
Is it free?
Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.