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.
Parsel
4.7/10Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCSA JSON.
Noteit MCP
4.7/10MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.
Asset Management MCP
4.7/10Upload, organize, search, and transform images, videos, and files with AI-powered tools.
Pubchem MCP Server
4.7/10MCP server for PubChem. Search compounds, properties, safety, bioactivity, xrefs, and summaries.
MCP Server Lol
4.7/10League of Legends AI coaching: player profiles, match history, ranked stats & performance analysis
Xproof
4.7/10Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as verifiable proofs.
Oncofiles
4.7/10AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.
La Ei Romania
4.7/10Romanian classified ads and business directory. Search 30K+ businesses, ads, exchange rates.
Icme Preflight
4.7/10Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.
Retirement Planning
4.7/10Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/IRA, Monte Carlo.
Helm MCP
4.7/10Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.
Bulk Url Checker
4.7/10Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.
Swisstrip MCP
4.7/10Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket links by SwissTrip.
Tessa MCP Server
4.7/10TESSA's AI interface: services, case studies, AI-readiness audits, professional services directory.
Crowvault
4.7/10327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more.
Kamy
4.7/10Document API for AI-native software: render PDFs, e-sign, PAdES-seal, and verify.
Ipfs Toolkit
4.7/10Store, retrieve, and pin encrypted files on IPFS via MCP tools for AI agents and workflows
Handoff MCP Server
4.7/10Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
MCP Server
4.7/10Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.
Food Safety
4.7/10Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. Free.
Socialperks
4.7/10Agent-native marketing platform: create campaigns, submit proofs, review submissions.
Contazz Autopilot
4.7/10Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax reform, compliance.
Holidayforever
4.7/10Searchable directory of Airbnb listings — discover properties and retrieve direct Airbnb links.
Vivioo
4.7/10Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.
Geminiupgradeqa MCP
4.7/10Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval receipts.
Github Repo Intel MCP
4.7/10Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP.
Enrich
4.7/10Free — no API key required. Domain -> company name, country, contacts, social profiles.
Lead Stampede
4.7/10Find SMBs by name, city, and business type in the Lead Stampede directory via public MCP tools.
Kolens MCP
4.7/10TikTok KOL intelligence with a public MCP remote for search, profiles, lists, and alerts.
MCP Server
4.7/10Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
MCP Server
4.7/10Search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials.
Optical Context MCP
4.7/10Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.
Pagerunner
4.7/10Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist
Safe Docx
4.7/10AI-native surgical editing of existing Word .docx files with formatting preservation
Arduino MCP Server
4.7/10Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.
Domshell
4.7/10Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.
Trabuco
4.7/10Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents
Google Drive MCP
4.7/10Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.
Aiquila MCP
4.7/10Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools
Arduino MCP Server
4.7/10Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.
Openclaw Registry
4.7/10Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
Filesystem MCP
4.7/10Secure filesystem MCP server for reading, writing, searching, diffing, and patching files.
Hass MCP Server
4.7/10MCP server for full Home Assistant control — dashboards, files, automations, add-ons, and more
Lastest
4.7/10Run visual regression tests, review diffs, and manage baselines on a Lastest instance.
Nervous System
4.7/10Governance layer for multi-agent AI systems with behavioral enforcement and drift detection.
Virtual Fs
4.7/10PostgreSQL-backed virtual filesystem for agents: session isolation, shared stores, POSIX ops, RLS.
Bach Filecommander MCP
4.7/1043 tools for filesystem, process management, sessions, search, OCR, ZIP, and PDF export.
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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.