Live · updated 16 hr ago 41,542 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 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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.

Ruthven

4.9/10
ai.ruthven/ruthven

Read-only artwork provenance: Origin Passports, evidence states, Merkle proofs checkable on Ethereum

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Targetwise

4.9/10
ai.targetwise/targetwise

Find companies and B2B contacts, enrich profiles, and look up work emails and business phones.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Yugenox Realtor Ca Real Estate

4.9/10
io.github.ArpitGandhi1934/yugenox-realtor-ca-real-estate

Realtor.ca listings for sale or rent, the agent directory, and Kijiji rentals. Pay per result.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Business Data MCP

4.9/10
io.github.ArtificiallyLTD/business-data-mcp

Gov contracts, jobs, LinkedIn, YC, company contacts, tech stacks, PDFs and Google Trends for agents

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Drop

4.9/10
io.github.JulesNsenda/drop

Self-hosted PaaS: deploy apps from files or git, read logs, check status, roll back.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Social Media Data

4.9/10
io.github.benthepythondev00/social-media-data

Instagram, TikTok, YouTube and Threads profiles, posts, comments and transcripts. Runs on Apify.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem Python streamable-http Remote

Akashi Notari

4.9/10
io.github.self-reality/akashi-notari

Proof of existence for files: anchor a SHA-256 hash on Base, look up proofs. Paid with x402.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Pdfparse

4.9/10
io.github.PabloG6/pdfparse

Extract PDFs into structured tables, query records, and configure document inbox workflows.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Muyiribi

4.9/10
io.github.domusdeiug/muyiribi

Search a Ugandan business directory for businesses and services by keyword, category, or district

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Finops Directory

4.9/10
ai.cloudxray/finops-directory

Search and compare 290+ FinOps and cloud cost vendors from the CloudXray AI directory.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

Eximagent

4.9/10
ai.eximagent/eximagent

AI sales team for export-import: outbound prospecting, trade data analysis, HS codes, tariffs, OFAC.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Agent Discovery Board

4.9/10
dev.sarnai/agent-discovery-board

Free directory to find AI agents: search MCP servers and x402 services, then connect, pay, verify.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem Rust streamable-http Remote

Network Evidence

4.9/10
io.github.ZzNible/network-evidence

Read-only offline network profiles, caller-supplied Discovery and historical/synthetic cases.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Pinto Notes

4.9/10
com.pintonotes/pinto-notes

Search, read and edit your notes in Pinto Notes: folders, checklists, tables and trackers.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Billsprig

4.9/10
dev.workers.cybermax-tools.cybermax/billsprig

Make invoice, quote and receipt PDFs from a chat: totals, tax, 26 currencies. Free, nothing stored.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Bhushangitfull File MCP Smith

4.7/10
ai.smithery/bhushangitfull-file-mcp-smith

Manage files and folders directly from your workspace. Read and write files, list directories, cre…

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

Cindyloo Dropbox MCP Server

4.7/10
ai.smithery/cindyloo-dropbox-mcp-server

Search, browse, and read your Dropbox files. Find documents by name or content, list folders, and…

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

Keremurat Json

4.7/10
ai.smithery/keremurat-json

Compare two JSON files deeply without worrying about key or array order. Detect missing, extra, an…

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

Keremurat Jsonmcp

4.7/10
ai.smithery/keremurat-jsonmcp

Compare two JSON files deeply, ignoring order, to surface every difference. Get a clear, structure…

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

Keremurat MCP

4.7/10
ai.smithery/keremurat-mcp

Compare two JSON files deeply, regardless of order. Get a detailed difference report highlighting…

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

Morosss Sdfsdf

4.7/10
ai.smithery/morosss-sdfsdf

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

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

Rfdez Pvpc MCP Server

4.7/10
ai.smithery/rfdez-pvpc-mcp-server

Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

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

Skr Cloudify Clickup MCP Server New

4.7/10
ai.smithery/skr-cloudify-clickup-mcp-server-new

Manage your ClickUp workspace by creating, updating, and organizing tasks, lists, folders, and tag…

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

MCP Server

4.7/10
ai.tickerapi/mcp-server

Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.

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

Workiq M365Copilot

4.7/10
com.microsoft/workiq-m365copilot

Search across M365 content including documents, emails, sites, files, and chats.

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

Sbb MCP

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

Independent SBB/CFF/FFS MCP — schedules, prices, tickets. By SwissTrip; not the official SBB MCP.

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

Hometeam Directory

4.7/10
io.github.JajuanX/hometeam-directory

Search Black-owned businesses in South Florida by category, neighborhood, or need.

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

Social Media Api

4.7/10
io.github.SocialAPIsHub/social-media-api

Facebook & Instagram data for AI agents: pages, posts, groups, ads, Marketplace, profiles, reels.

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

Parsel

4.7/10
io.github.ahutto87/parsel

Parse logistics PDFs (Bills of Lading, customs declarations, invoices) into DCSA JSON.

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

Noteit MCP

4.7/10
io.github.bahfahh/noteit-mcp

MCP server for AI agent profiles and smart notes. 60+ coding prompt packs with expert personas.

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

Asset Management MCP

4.7/10
io.github.cloudinary/asset-management-mcp

Upload, organize, search, and transform images, videos, and files with AI-powered tools.

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

MCP Server Lol

4.7/10
io.github.ebrunet001/mcp-server-lol

League of Legends AI coaching: player profiles, match history, ranked stats & performance analysis

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

Xproof

4.7/10
io.github.jasonxkensei/xproof

Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as verifiable proofs.

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

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

Registrum MCP

4.7/10
io.github.vdmeu/registrum-mcp

UK company data: profiles, iXBRL financials, directors, PSC chains, ECCTA. Hosted, no key.

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

Invinoveritas

4.7/10
com.babyblueviper/invinoveritas

Second opinion before an irreversible agent action; signed proofs, free verify, public ledger.

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

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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.