Live · updated 32 min ago 41,919 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 41,919
Categories 18
Official Servers 0
Remote-Hosted 26,858

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.

Lobu

4.9/10
io.github.lobu-ai/lobu

Shared, permission-aware company context for AI agents, with provenance, approvals and audit.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Marketbasketanalysis MCP

4.9/10
io.github.48x-ai/marketbasketanalysis-mcp

Co-purchase intelligence and merchant ops tools for AI shopping, ecommerce, and B2B agents

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Tw Legal Rag

4.9/10
io.github.aa0101181514/tw-legal-rag

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Tradingview MCP

4.9/10
io.github.atilaahmettaner/tradingview-mcp

Real-time market data, screeners, technical analysis & backtesting for stocks, crypto and forex.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Echoledger MCP

4.9/10
io.github.icmoore/echoledger-mcp

Live LP analytics — Uniswap V2/V3, Balancer, Curve stableswap: PnL, health, slippage, depeg risk.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Honestqr

4.9/10
com.zalize.qr/honestqr

Generate static QR codes (URL, WiFi, vCard, pixel art) and decode QR images. Codes never expire.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Check Digits

4.9/10
dev.toolstop/check-digits

Catch a mistyped barcode, ISBN, VIN, NPI or LEI before a bad identifier corrupts a record.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hackmyip MCP

4.9/10
io.github.0xvibly/hackmyip-mcp

Free no-key IP intelligence: geolocation, VPN detection, DNS, WHOIS, blacklists, breach checks

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Loyal Spark

4.9/10
io.github.aspekt19/loyal-spark

Base MCP (39 tools) on Base: programs, mint, rewards. lsk_ key; plan limits enforced. /for-agents

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Artifactguard

4.9/10
io.github.blackcow4234-lab/artifactguard

Signed PASS/WARN/FAIL QA receipts for AI-generated JSON, ZIP, PDF, and DOCX deliverables.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Permitverdict MCP

4.9/10
io.github.okwithit9-debug/permitverdict-mcp

Crypto price-event settlement verdicts and US building-permit data, paid per call in USDC.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hoodgrow MCP

4.9/10
io.github.MeMikko/hoodgrow-mcp

Robinhood Chain stock token data — price, split-adjusted supply, DeFi, corporate actions, movers.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Ilo MCP Server

4.9/10
io.github.SidneyBissoli/ilo-mcp-server

Labour market data from the ILO (ILOSTAT) by country, year, sex and age, with provenance.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Uis MCP Server

4.9/10
io.github.SidneyBissoli/uis-mcp-server

UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Vibe MCP

4.9/10
io.github.VibeTechnologies/vibe-mcp

Drive your real, logged-in Chrome from any MCP client — even from a remote machine, no inbound port.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Armbrain

4.9/10
io.github.benfinklea/armbrain

AI memory layer for fractional CMOs -- client-partitioned minds, meeting prep, and EOS.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agentiq MCP

4.9/10
io.github.chrisgu/agentiq-mcp

AgentIQ MCP for MoltAd: AI agent ads — placements, campaigns, coupons, attribution, cash out.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Lobex MCP

4.9/10
io.github.chrisgu/lobex-mcp

Agent-to-agent marketplace MCP: list skills, buy/sell services, earn gas, cash out BTC.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Sighttrue

4.9/10
io.github.kaitzyy-dev/sighttrue

Measured readings on open-source dependencies: health, end-of-life, model prices, incidents.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Whatsapp Tools

4.9/10
tools.wha/whatsapp-tools

WhatsApp tools: wa.me links, QR codes, share widgets, phone validation, API rate card & limits.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Codeqr

4.9/10
io.codeqr/codeqr

Create and manage CodeQR short links, QR codes, and analytics from any MCP client.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Brainmop

4.9/10
io.github.Jodes81/brainmop

Read/write notes on BrainMop, a hosted notes app. Paid feature, 30-day free trial; account required.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Bay Run

4.9/10
io.github.barneywohl/bay-run

Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Durable Thinking

4.9/10
io.github.linxule/durable-thinking

Self-hosted persistent sequential thinking with private history and MCP App visualization.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hs Verify Gate

4.9/10
io.github.ogasurfproject-jpg/hs-verify-gate

Check an A2A agent before you delegate, or an MCP server's measured conduct. Free, no key.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Pse Edge MCP

4.9/10
io.github.phdwight/pse-edge-mcp

Philippine Stock Exchange data via PSE Edge: EOD quotes, price history, disclosures, financials.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Variantrade

4.9/10
io.github.Chidi09/variantrade

Read your VarianTrade portfolio, positions, risk and signals. Trades are proposal-only.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Builderforce

4.9/10
io.github.SeanHogg/builderforce

Run tickets, boards, OKRs and cloud coding agents in your Builderforce workspace

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Project Little Weirdo

4.9/10
io.github.branpastran/project-little-weirdo

Deterministic public-web change observation with evidence-bound commercial interpretation.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Cukaimax Tax Authority

4.9/10
io.github.jakzaizzat/cukaimax-tax-authority

Source-linked Malaysian individual and sole-proprietor tax guidance for AI agents.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Thesischeck

4.9/10
io.github.janishiestand/thesischeck

Verify stock theses against public filings with a source-backed evidence ledger.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Google Flights Deals

4.9/10
io.github.johnisanerd/google-flights-deals

Cheapest destinations from an airport, each with its fare and that route's typical price.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Google Maps Photos

4.9/10
io.github.johnisanerd/google-maps-photos

Google Maps place photos: image URLs, thumbnails, positions, and Street View panoramas.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Twse MCP

4.9/10
io.github.taux-io/twse-mcp

Unofficial. TWSE & TAIFEX open data for AI: stock, ETF & futures snapshots, quotes, 270+ datasets.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Devinbox

4.9/10
io.devinbox/devinbox

Real email inboxes for AI agents: create inboxes, catch verification codes, extract OTPs, reply.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Once

4.9/10
io.github.GSterlingPress/once

Prevent duplicate AI-agent side effects with idempotency, verification, and durable receipts.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Preflight

4.9/10
io.github.GSterlingPress/preflight

Choose HTTP, browser, machine endpoint, or avoid before an agent visits an unfamiliar URL.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Umlout

4.9/10
io.github.dmkorj/umlout

Build Umlout projects: objects with types and fields, relations, and boards that draw them.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Civicdataforge

4.9/10
io.github.equinoxaifinance-rgb/civicdataforge

Ten government-record evidence tools for property, healthcare, facilities, Norway, and routing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Frc MCP

4.9/10
io.github.financeratecalc/frc-mcp

US FHA mortgage denial statistics (2025 federal HMDA record) with claim receipts and use contracts

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Kelvia MCP

4.9/10
io.github.gonnagetapower/kelvia-mcp

Task manager your agent can fully operate: boards, tasks, sprints, roles, worklogs, day planner.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

4.9/10
io.github.gripforgeai/mcp

Turn prompts into production-ready game assets: animated characters, textures, terrain, VFX, HUD.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Folklore

4.9/10
io.github.helena-bioinformatics/folklore

Bioinformatics MCP for genomic variant interpretation, gene-disease evidence and literature.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Referencesource

4.9/10
io.github.joelp22-maker/referencesource

Verified reference data; each record carries its source URL and quote. verify_quote checks claims.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Should I Use

4.9/10
io.github.mrkeyoor/should-i-use

Honest library picks for coding agents in 25-360 tokens. Tells your agent what NOT to install.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Can Immune

4.9/10
io.github.sanjaysgk/can-immune

Query CAN-IMMUNE: cancer neoantigen mutations, peptides, cell lines, MHC-I binding. Read-only.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Clipspeed MCP

4.9/10
io.github.thestockgoatballs/clipspeed-mcp

Turn any video or livestream into scored, captioned, ready-to-post vertical clips.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Solradar MCP

4.9/10
io.github.webios2026-byte/solradar-mcp

Solana meme-coin trust scores, rug-risk flags, and wallet analytics from SolRadar.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http 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.