Live · updated 12 hr ago 5,632 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 5,632
Categories 18
Official Servers 0
Remote-Hosted 1,944

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.

Browse & filter
Top score Most stars Newest
Category All5,632 Git / Code3579 Search808 Other629 Filesystem202 Database166 AI / ML42 Email39 Finance28 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps12 Productivity10 Design9 Web Scraping7 Communication5
241–288 of 5,632 servers

Sensact

4.9/10
io.github.sensact-agents/sensact

An authenticated remote MCP server for user-owned devices and one-shot capability invocation.

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

Browser Devtools MCP

4.9/10
io.github.serkan-ozal/browser-devtools-mcp

Playwright browser & Node.js MCP. ARIA refs, screenshots, ref-based interactions.

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

Contextlattice

4.9/10
io.github.sheawinkler/contextlattice

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

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

Devops Agent

4.9/10
io.github.shittuay/devops-agent

Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 401 tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Repo → Website → Remote →

Business Intelligence

4.9/10
io.github.sjcripps/business-intelligence

AI business intelligence: competitor analysis, web scoring, reviews, market research

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Yeetit

4.9/10
io.github.snappyio/yeetit

Instant web publishing for AI agents. POST HTML, get a live URL. No account needed.

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

Trillboards Dooh

4.9/10
io.github.snehdhruv/trillboards-dooh

DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligence.

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

Tascan MCP

4.9/10
io.github.snowbikemike/tascan-mcp

Universal task protocol — manage projects, tasks, workers, QR codes, and reports.

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

Parse

4.9/10
io.github.sunholo-data/parse

Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, footers, merged cells.

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

Webzum

4.9/10
io.github.suprraz/webzum

Turn LLM conversations into live, hosted websites. AI generation or bring-your-own code.

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

Sekichi

4.9/10
io.github.surp-renz/sekichi

Knowledge accumulation for AI coding agents. Records decisions, problems, and insights as context.

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

Conduit MCP

4.9/10
io.github.swarmsync-ai/conduit-mcp

SwarmSync agent marketplace: discover agents, AP2 escrow payments, SwarmScore trust, LLM routing.

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

Lexiang MCP Server

4.9/10
io.github.tencent-lexiang/lexiang-mcp-server

Tencent Lexiang AI knowledge base MCP server for searching, managing entries, and editing docs.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Tolgee

4.9/10
io.github.tolgee/tolgee

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Sitevitals

4.9/10
io.github.tom18a/sitevitals

Monitor website health, uptime, SEO, security and performance via your AI assistant.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Repo → Website → Remote →

MCP Server

4.9/10
io.github.transloadit/mcp-server

Process video, audio, images, and documents with 86+ cloud media processing robots.

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

MCP Server

4.9/10
io.github.userguiding/mcp

Manage users, track events, companies, and knowledge base articles in UserGuiding.

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

MCP Server

4.9/10
io.github.usnmax88/reel25-mcp

Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.

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

Vybe Solana Api

4.9/10
io.github.vybenetwork/vybe-solana-api

Solana MCP by Vybe: OpenAPI discovery, doc search, remote Solana API. API key for live API calls.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Openclaw MCP Servers

4.9/10
io.github.yedanyagamiai-cmd/openclaw-mcp-servers

9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

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

Dot

4.9/10
io.github.zurferr/dot

Ask data questions in natural language. Get SQL, insights, and charts from your databases.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote
Repo → Website → Remote →

MCP Server

4.9/10
io.satoshiapi/mcp

Bitcoin intelligence API. Pay per call via L402 Lightning (10-200 sats). No accounts needed.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Website → Remote →

MCP Server

4.9/10
io.stuntdouble/mcp-server

Deploy AI user personas to validate user journeys at scale. Find UX friction before real users do.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
DevOps Rust streamable-http Remote
Repo → Website → Remote →

Collections

4.9/10
me.remem/collections

Browse Bible verse collections from Remember Me, a free memorization app in 48 languages

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Website → Remote →

Securityscan

4.9/10
net.apisecurityscan/securityscan

Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.

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

Wordcloud

4.9/10
net.word-cloud/wordcloud

Generate word clouds from text with custom fonts, colors, backgrounds, gradients, and shape masks

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Repo → Website → Remote →

Reward Agent

4.9/10
network.rsnc/reward-agent

Find shopping deals, earn cashback, and redeem rewards across retail, dining, and travel brands.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Website → Remote →

MCP Server

4.9/10
pl.cenogram/mcp-server

7M+ real estate transactions from Poland's RCN registry. Search, compare, and analyze prices.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Sparkforge

4.9/10
sh.sparkforge/sparkforge

20+ pay-per-use APIs: image gen, crypto data, email verify, SSL check, web scraping, and more.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Repo → Website → Remote →

Alan

4.9/10
support.recursive/alan

Query skills, project history, and availability for CodeReclaimers LLC consulting.

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

Dezignworks

4.9/10
support.recursive/dezignworks

Query DezignWorks reverse engineering software: features, compatibility, and pricing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Website → Remote →

Recursive

4.9/10
support.recursive/recursive

AI support agent platform for small businesses. Query pricing, features, and examples.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Website → Remote →

MCP Server

4.9/10
tw.recur/mcp

Subscription payment platform for Taiwan — manage products, customers, and billing

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Finance streamable-http Remote
Repo → Website → Remote →

Marketplace

4.9/10
xyz.rubenayla.partle/marketplace

Search products in physical stores near you. Compare prices, check availability.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Website → Remote →

Market

4.9/10
xyz.sputnikx/market

EU trade analytics, customs data, salary intelligence, product catalog & orders. 15 tools.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote
Repo → Website → Remote →

MCP Server

4.7/10
ai.fodda/mcp-server

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote
Repo → Remote →

X402 Trading Signals

4.7/10
ai.lattiq/x402-trading-signals

Regime-aware ES1/NQ futures trading signals. HMM + 15 quant strategies. x402 USDC micropayments.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Finance streamable-http Remote
Repo → Remote →

Connect

4.7/10
ai.raisonn/connect

AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

MCP Server

4.7/10
ai.scamverify/mcp

AI-powered scam and threat verification for phone numbers, URLs, texts, and emails.

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote
Repo → Remote →

Badroobot My Test MCP

4.7/10
ai.smithery/BadRooBot-my_test_mcp

Get current weather for any city and create images from your prompts. Streamline planning, reports…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Dynamicendpoints Autogen MCP

4.7/10
ai.smithery/DynamicEndpoints-autogen_mcp

Create and manage AI agents that collaborate and solve problems through natural language interacti…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Dynamicendpoints M365 Core MCP

4.7/10
ai.smithery/DynamicEndpoints-m365-core-mcp

*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Create and manage distr…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Dynamicendpoints Powershell Exec MCP Server

4.7/10
ai.smithery/DynamicEndpoints-powershell-exec-mcp-server

Execute PowerShell commands securely with controlled timeouts and input validation. Retrieve syste…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Felixyifeiwang Felix MCP Smithery

4.7/10
ai.smithery/FelixYifeiWang-felix-mcp-smithery

Streamline your workflow with Felix. Integrate it into your workspace and tailor its behavior to y…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Harjap Singh 3105 Splitwise MCP

4.7/10
ai.smithery/HARJAP-SINGH-3105-splitwise_mcp

Manage Splitwise balances, expenses, and groups from your workspace. Fetch friends and recent acti…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Browser streamable-http Remote
Repo → Remote →

Hint Services Obsidian Github MCP

4.7/10
ai.smithery/Hint-Services-obsidian-github-mcp

Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Ilyagusev Academia MCP

4.7/10
ai.smithery/IlyaGusev-academia_mcp

Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Imronai MCP Server Browserbase

4.7/10
ai.smithery/ImRonAI-mcp-server-browserbase

Automate cloud browsers to navigate websites, interact with elements, and extract structured data.…

6.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Browser Rust streamable-http Remote
Repo → Remote →
Weekly briefing

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

How scoring works

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.
Frequently asked

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.