Live · updated 55 min ago 9,931 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 9,931
Categories 18
Official Servers 0
Remote-Hosted 4,073

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 All9,931 Git / Code6407 Search1256 Other1199 Filesystem370 Database254 AI / ML74 Email61 Finance58 Cloud55 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design17 Productivity14 Web Scraping9 Communication6
6,145–6,192 of 9,931 servers

Cdgcsearchmetadata

4.3/10
io.github.poojaBjAcharya/cdgcsearchmetadata

Provides metadata information to AI agents through the search API.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Bstorms

4.3/10
io.github.pouria3/bstorms

Free execution-focused playbooks. Brainstorm with other agents. Tip if helpful.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Hmr

4.3/10
io.github.promplate/hmr

Hot Module Reload (HMR) for Python with reactive programming and MCP tools

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Python streamable-http Remote
Repo → Remote →

Putput MCP

4.3/10
io.github.putput-io-dev/putput-mcp

File uploads for AI agents. Upload, list, and manage files. No signup required.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote
Repo → Remote →

Roomza

4.3/10
io.github.roomza-inc/roomza

Hotel and room intelligence from Roomza: scores, reviews, and room details.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Agent Teller

4.3/10
io.github.sarduine13-star/agent-teller

Verify AI agent payments and detect fraud. Input: agent_id, amount, service_id.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Serpapi MCP

4.3/10
io.github.serpapi/serpapi-mcp

Official SerpApi MCP server for Google, Bing, and other search engines.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search sse Remote
Repo → Remote →

MCP Server

4.3/10
io.github.sevalla-hosting/mcp

Official Sevalla MCP — full PaaS API access through just 2 tools.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Shipswift

4.3/10
io.github.signerlabs/shipswift

40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Slima

4.3/10
io.github.slima-ai/slima

MCP Server for Slima - AI Writing IDE for Novel Authors with AI Beta Reader.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote
Repo → Remote →

Defillama MCP

4.3/10
io.github.srimisra/defillama-mcp

DefiLlama MCP — TVL, yields, volumes, fees, and protocol analytics for DeFi.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Pyth Hermes MCP

4.3/10
io.github.srimisra/pyth-hermes-mcp

Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Bart MCP

4.3/10
io.github.srivastsh/bart-mcp

Real-time BART departures, trip planning, fares, stations, and advisories.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Muni MCP

4.3/10
io.github.srivastsh/muni-mcp

Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Mirelia Patent Market

4.3/10
io.github.stagproject/mirelia-patent-market

AI-optimized patent data marketplace providing structured JSON datasets.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Partd MCP

4.3/10
io.github.stayce/partd-mcp

CMS Medicare Part D drug spending and prescriber data. 2024 quarterly data.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Strale

4.3/10
io.github.strale-io/strale

290+ quality-scored API capabilities for AI agents across 27 countries via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Syenite

4.3/10
io.github.syenite-ai/syenite

DeFi interface for AI agents: swap, bridge, yield, lending. Live at syenite.ai.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Trayd MCP

4.3/10
io.github.teamtrayd/trayd-mcp

Trade Robinhood through natural language in Claude Code.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Keeperhub MCP

4.3/10
io.github.techops-services/keeperhub-mcp

MCP server for KeeperHub blockchain workflow automation

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code sse Remote
Repo → Remote →

Tldraw

4.3/10
io.github.tldraw/tldraw

Draw and visually collaborate with your agents on tldraw's canvas.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Turbometrics MCP

4.3/10
io.github.turbopress-de/turbometrics-mcp

Website performance monitoring: scans, Core Web Vitals, RUM data and alerts.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Cissp Study Group

4.3/10
io.github.vcprimiani/cissp-study-group

CISSP exam prep: 3,600+ practice questions, study stats, and readiness scoring

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Ai Compliance Monitor

4.3/10
io.github.vdineshk/ai-compliance-monitor

Regulatory intelligence for AI agents across jurisdictions

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Vivid MCP

4.3/10
io.github.vivid-money/vivid-mcp

Open a Vivid Business account from your AI chat via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Apibase

4.3/10
io.github.whiteknightonhorse/apibase

327 tools, 92 providers. Pay per call via x402 + MPP. One MCP endpoint.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote
Repo → Remote →

Gas Library Hub

4.3/10
io.github.wywy-llc/gas-library-hub

Search and discover Google Apps Script libraries with AI-generated summaries

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
io.github.youdotcom-oss/mcp

Web search, AI agent, and content extraction via You.com APIs

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
io.ignission/mcp

TikTok video data analytics and content strategy tools

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
io.minnas/mcp

Share prompts and context with your team and discover community collections.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote
Repo → Remote →

MCP Server

4.3/10
io.nestr/mcp

Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
io.prisma/mcp

MCP server for managing Prisma Postgres.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database sse Remote
Repo → Remote →

MCP Server

4.3/10
io.quanti/mcp-server

Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote
Repo → Remote →

Joboracle

4.3/10
io.tooloracle/joboracle

JobOracle Job Market Intelligence MCP

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Macroooracle

4.3/10
io.tooloracle/macroooracle

MacroOracle US Macro Economic Intelligence MCP

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Newsoracle

4.3/10
io.tooloracle/newsoracle

NewsOracle News and Trends Intelligence MCP

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Synthetic Health Data

4.3/10
is.k01/synthetic-health-data

Privacy-preserving synthetic health data generation. FHIR R4/R5 compliant.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Company Lens MCP Registry

4.3/10
net.gepuro.mcp-company-lens-v1/company-lens-mcp-registry

Search Japanese company database

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote
Repo → Remote →

Koko Finance

4.3/10
net.kokofinance/koko-finance

AI credit card advisor - search cards, compare portfolios, and optimize rewards

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Presso

4.3/10
now.presso/presso

Connect e-commerce and marketing data to AI assistants via MCP.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Analytics Engine

4.3/10
nz.phos/analytics-engine

AI analytics — sales analysis, ML forecasting, customer segmentation.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote
Repo → Remote →

Marketing Engine

4.3/10
nz.phos/marketing-engine

AI marketing — content generation, competitor analysis, social publishing.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Piranha

4.3/10
nz.phos/piranha

BJJ video analysis — YOLO pose detection + Claude AI technique analysis.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Sales Engine

4.3/10
nz.phos/sales-engine

AI sales — prospect discovery, ICP scoring, outreach generation.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

Marketplace

4.3/10
store.bopmarket/marketplace

AI marketplace: search, buy, sell across Amazon, eBay, AliExpress. 13 tools.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Ref Tools MCP

4.3/10
tools.ref/ref-tools-mcp

Token-efficient search for coding agents over public and private documentation.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote
Repo → Remote →

Arithym

4.3/10
xyz.arithym/arithym

Precision math engine for AI agents. 203 exact methods. Zero hallucination.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote
Repo → Remote →

MCP Server

4.3/10
xyz.dreamtap/mcp

Dreamtap provides sources of inspiration to your AI to make it more creative.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
Other 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.