Live · updated 22 hr ago 15,372 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 15,372
Categories 18
Official Servers 0
Remote-Hosted 7,286

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.

Oncofiles

4.7/10
io.github.peter-fusek/oncofiles

AI-powered medical document management for cancer patients. Google Drive, Gmail, Calendar via MCP.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

La Ei Romania

4.7/10
io.github.topofgames/la-ei-romania

Romanian classified ads and business directory. Search 30K+ businesses, ads, exchange rates.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Icme Preflight

4.7/10
io.github.wyattbenno777/icme-preflight

Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Retirement Planning

4.7/10
com.cinderfi/retirement-planning

Retirement planning for Canada & US. CPP/OAS, Social Security, RRSP/TFSA, 401k/IRA, Monte Carlo.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Helm MCP

4.7/10
io.github.Kubedoll-Heavy-Industries/helm-mcp

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Bulk Url Checker

4.7/10
io.github.carlosofscience/bulk-url-checker

Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Swisstrip MCP

4.7/10
io.github.Fabsbags/swisstrip-mcp

Canonical SwissTrip MCP — independent SBB/CFF/FFS schedules, prices, and ticket links by SwissTrip.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Tessa MCP Server

4.7/10
tech.tessa/tessa-mcp-server

TESSA's AI interface: services, case studies, AI-readiness audits, professional services directory.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Crowvault

4.7/10
io.github.rajeswaran140/crowvault

327 dev tools via REST API and MCP. Generate Dockerfiles, schemas, K8s, APIs, and more.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Kamy

4.7/10
dev.kamy/kamy

Document API for AI-native software: render PDFs, e-sign, PAdES-seal, and verify.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Ipfs Toolkit

4.7/10
io.tkllabs.bh.mcp-servers/ipfs-toolkit

Store, retrieve, and pin encrypted files on IPFS via MCP tools for AI agents and workflows

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Handoff MCP Server

4.7/10
io.github.josephibra/handoff-mcp-server

Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

MCP Server

4.7/10
io.vivioo/mcp-server

Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust sse Remote

Food Safety

4.7/10
io.github.rootsbymenda/food-safety

Food additive safety: JECFA, EFSA, ADI, halal/kosher/vegan. 6K+ additives. Free.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Socialperks

4.7/10
io.github.benzatkulak-collab/socialperks

Agent-native marketing platform: create campaigns, submit proofs, review submissions.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Contazz Autopilot

4.7/10
io.github.MarcioKorpHub/contazz-autopilot

Brazilian AI-powered accounting & tax automation: NFS-e invoicing, CBS/IBS tax reform, compliance.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Holidayforever

4.7/10
io.github.holiday-forever/holidayforever

Searchable directory of Airbnb listings — discover properties and retrieve direct Airbnb links.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Vivioo

4.7/10
io.github.viviooio/vivioo

Trust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust sse Remote

Geminiupgradeqa MCP

4.7/10
com.clauxel.geminiupgradeqa/geminiupgradeqa-mcp

Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval receipts.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Github Repo Intel MCP

4.7/10
io.github.heisencodex-jpg/github-repo-intel-mcp

Repo intel for AI coding agents: overview, PRs, contributors, hot files, CI, deps. Remote MCP.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Enrich

4.7/10
io.github.globalsearchdata/enrich

Free — no API key required. Enrich by domain or name. Country, contacts, social profiles.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Lead Stampede

4.7/10
io.github.treymerica1982/lead-stampede

Find SMBs by name, city, and business type in the Lead Stampede directory via public MCP tools.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Kolens MCP

4.7/10
ai.kolens/kolens-mcp

TikTok KOL intelligence with a public MCP remote for search, profiles, lists, and alerts.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Reliefweb MCP Server

4.7/10
io.github.cyanheads/reliefweb-mcp-server

Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Orcid MCP Server

4.7/10
io.github.cyanheads/orcid-mcp-server

Researcher profiles, works, affiliations, funding, and peer reviews from the ORCID registry.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Szamlazz MCP

4.7/10
io.github.UnbearableDev/szamlazz-mcp

Hungarian sole-trader invoicing via Szamlazz.hu - issue, query, PDFs, VAT-ceiling tracking.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Aviation Weather MCP Server

4.7/10
io.github.cyanheads/aviation-weather-mcp-server

Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather Center.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Ensembl MCP Server

4.7/10
io.github.cyanheads/ensembl-mcp-server

Look up genes, fetch sequences, predict variant consequences, find orthologs and xrefs via Ensembl.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Stackexchange MCP Server

4.7/10
io.github.cyanheads/stackexchange-mcp-server

Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQs and user profiles.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Notafiscal MCP

4.7/10
io.github.mcp-dir/notafiscal-mcp

Issue and manage Brazilian service invoices (NFS-e) by chatting with your agent, platform-hosted, no

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Api

4.7/10
com.docimprint/api

AI document intelligence: extract, summarize, claim-check, and notarize with on-chain proofs.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Plexa

4.7/10
com.joinplexa/plexa

Agentic directory of real businesses in Mexico & LATAM. Search by vertical and city.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Daxoom

4.7/10
com.daxoom/daxoom

Owner-verified local business data for AI agents: profiles, hours, prices, with provenance.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Valet Parking Directory

4.7/10
com.getvaletparking/valet-parking-directory

MCP server for valet parking: 789 US operators across 31,186 cities. 7 tools. No auth.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

Platform

4.7/10
com.tulimoa/platform

Discover curated SaaS and AI-agent tools in the Tulimoa directory; submit and edit your listings.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

X402Nano

4.7/10
io.github.Bobjonesgood/x402nano

Machine-payable prediction-market briefs and probability-change monitoring for AI agents.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Launchtrust

4.7/10
co.launchtrust/launchtrust

Compliance & security scan for your app: secrets, exposed files, headers, privacy, AI-disclosure.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

Proofetch

4.7/10
io.github.Vektoris-AI/proofetch

Verified extraction: source-backed JSON from PDFs/URLs; honest null + signed receipt.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

MCP Server

4.7/10
ai.proofslip/mcp-server

Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server

4.7/10
com.advisorfinder/mcp

Search SEC-registered financial advisors — profiles, disclosures, risk scores, and credentials.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

Optical Context MCP

4.7/10
io.github.ChrBoebel/optical-context-mcp

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Pagerunner

4.7/10
io.github.Enreign/pagerunner

Real Chrome profiles with site intelligence — already logged in, PII anonymization, sessions persist

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Safe Docx

4.7/10
io.github.UseJunior/safe-docx

AI-native surgical editing of Word .docx and OpenDocument .odt files with formatting preservation

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Arduino MCP Server

4.7/10
io.github.akshatnerella/arduino-mcp-server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Domshell

4.7/10
io.github.apireno/domshell

Drive Chrome with filesystem commands (ls, cd, grep, click, type). One MCP tool, multi-agent.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Trabuco

4.7/10
io.github.arianlopezc/trabuco

Production Java Maven scaffolder (CLI + Claude Code plugin) for AI coding agents

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Java stdio

Google Drive MCP

4.7/10
io.github.domdomegg/google-drive-mcp

Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

Arduino MCP Server

4.7/10
io.github.hardware-mcp/arduino-mcp-server

Arduino MCP server for CLI setup, board detection, compile/upload, serial monitoring, and pin refs.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Free · No spam

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.