Live · updated 10 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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.

Agentq

3.5/10
io.github.noviantonugroho4/agentq

AgentQ MCP Server - AI-Powered Software Quality Assurance Platform

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

3.5/10
com.googleapis.bigtableadmin/mcp

Interact with your Google Bigtable resources using natural language commands.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.5/10
com.googleapis.container/mcp

Provides read access to your GKE and Kubernetes resources.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote

MCP Server

3.5/10
com.googleapis.developerknowledge/mcp

Provides access to Google's public developer documentation.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote

MCP Server

3.5/10
com.googleapis.mapstools/mcp

Ground your AI applications with trusted geospatial data from Google Maps.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

3.5/10
com.googleapis.memorystore/mcp

Provides tools to manage Memorystore for Valkey instances and backups.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.5/10
com.googleapis.sqladmin/mcp

Create, manage, and query your Google Cloud SQL resources.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

MCP Server

3.5/10
com.googleapis.stitch/mcp

Interact with the Stitch API using natural language commands.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Test5

3.5/10
live.alpic.test5-ca2cc17f/test5

Skybridge demo for QA and playground validation

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Ukdatapi

3.5/10
io.github.jackmmaher/ukdatapi

UK government data intelligence with proprietary scoring from 400+ sources

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Pmo

3.5/10
dev.selis.mcp/pmo

Manage actions, issues, risks, projects, and decisions in Selis.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Accounting MCP

3.5/10
io.github.Ainode-tech/accounting-mcp

8 EU accounting (x402 USDC on Base): reconcile, VAT, invoicing. Free health.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Cache Proxy

3.5/10
io.github.Ainode-tech/cache-proxy

LLM caching proxy (x402 USDC on Base) - exact + semantic cache. Free health.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Swiss Army

3.5/10
io.github.Ainode-tech/swiss-army

22 utility tools (x402 USDC on Base): currency, PDF, image, GDPR. Free health.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agent Dolfin

3.5/10
io.github.tonibardina/agent-dolfin

Agentic sales commissions software

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Talarion

3.5/10
com.talarion/talarion

Boost accuracy and confidence via the Talarion information network.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Mailtempo

3.5/10
com.mailtempo/mailtempo

MCP server for MailTempo's public free temporary email inboxes.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote

Buyersense

3.5/10
ai.buyersense/buyersense

MCP server for the BuyerSense API. Get buyer signals from any MCP client.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Revensi

3.5/10
com.revensi/revensi

MCP server for the Revensi API. Scan domains from any MCP client.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

3.5/10
io.laraplugins/mcp

Validated Laravel plugin data - health scores, compatibility and vendor trust

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

MCP Server

3.5/10
ai.hostprofit/mcp

Revenue intelligence platform for short-term rental operators.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote

MCP Server

3.5/10
com.airtable/mcp

Official Airtable MCP server — database and operations layer for agents.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Kaizan

3.5/10
io.github.kaizan-ai/kaizan

Read-only access to Kaizan client data.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Server

3.5/10
se.statistikdata/server

Swedish open data for Claude and other AI assistants - verified, with sources.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Hypertext

3.5/10
live.hypertext/hypertext

Publish complete HTML artifacts and return a public share URL.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Move Helper

3.5/10
io.github.ComeHomeAI/move-helper

Help estimating move size, inventory and quotes for house or office movers.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Serac

3.5/10
io.github.AikoGilpin/serac

Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Product Discovery MCP

3.5/10
me.seekon.fast/product-discovery-mcp

Remote MCP server for product discovery catalog and retrieving product details.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Zark Media

3.5/10
io.github.Zarklab-AI/zark-media

Create and edit creator-ready images and videos with Zark.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Lodi Kids Activities

3.5/10
com.lodikidsactivities/lodi-kids-activities

Free directory of youth programs and licensed daycares in Lodi, CA. 72 tools.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Agentdevx

3.5/10
io.github.mirajmahmudul/agentdevx

AI gateway for calling APIs: discover tools, get credentials, execute tasks.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Todo Vu

3.5/10
io.github.mooball/todo-vu

Model Context Protocol server for todo.vu task management and time tracking.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

MCP Server

3.5/10
com.lenderprice/mcp

MCP server that exposes the Lenderprice platform's capabilities to AI models.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Eraser

3.5/10
io.eraser/eraser

Generate, edit, and manage Eraser diagrams and docs with AI.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Docs streamable-http Remote

Lion MCP

3.5/10
io.github.LIONMASTER20/lion-mcp

Read-only x402-paid trend-intent MCP tools for JSON and CSV signals.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Multi Source MCP

3.5/10
io.corpusiq/multi-source-mcp

Authenticated, user-scoped MCP connectors for 30+ business systems.

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Doing

3.5/10
live.alpic.doing-v2-d5286fe8/doing

simple task manager for your LLM

4.5Reliab.
4.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Server

3.5/10
aws.api.us-east-1.ecs-mcp/server

AI-powered Amazon ECS workload management

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

Server

3.5/10
aws.api.us-east-1.eks-mcp/server

AI-powered Amazon EKS cluster management and troubleshooting

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Cloud stdio

Freebeat MCP

3.5/10
io.github.freebeatfit/freebeat-mcp

Freebeat MCP server for AI music videos, effects, and media uploads.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Shabaaspay Payto

3.5/10
io.github.shabaaspay/shabaaspay-payto

ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Honey

3.5/10
io.github.Shareed2k/honey

Search instances across GCP, AWS, K8s, Consul & Proxmox

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Marketing Content Production

3.5/10
io.github.atul0016/marketing-content-production

Brand-safe ad, email, product description, and social content production.

4.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Send Email MCP

3.3/10
casa.find-me.sub1/send-email-mcp

Non functional server (yet)

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote

Marketdata

3.3/10
co.truemarkets/marketdata

Real-time crypto market data

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Apps Sdk Template

3.3/10
live.alpic.apps-sdk-template-14df1dd6/apps-sdk-template

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Fast MCP

3.3/10
live.alpic.fast-mcp-f337845e/fast-mcp

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server Template Python

3.3/10
live.alpic.mcp-server-template-7860f7d3/mcp-server-template-python

Description of my MCP server

4.5Reliab.
3.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote

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.