Live · updated moments ago 9,838 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 9,838
Categories 18
Official Servers 0
Remote-Hosted 4,026

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.

Google Search Console

4.1/10
com.mcparmory/google-search-console

Query search analytics, manage sitemaps, and inspect site URLs and status

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Google Sheets

4.1/10
com.mcparmory/google-sheets

Create, read, and modify spreadsheet data, formatting, and sheets

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Grafana

4.1/10
com.mcparmory/grafana

Manage dashboards, users, teams, alerts, data sources, and access control

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Klaviyo

4.1/10
com.mcparmory/klaviyo

Create and manage email campaigns, lists, and marketing automation

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Email stdio

Launchdarkly

4.1/10
com.mcparmory/launchdarkly

Manage feature flags, segments, projects, environments, and team members

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Linkly

4.1/10
com.mcparmory/linkly

Create short links, manage domains, and track click analytics

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Linkup

4.1/10
com.mcparmory/linkup

Search the web and fetch pages with sourced results, optimized for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Mailersend

4.1/10
com.mcparmory/mailersend

Send transactional emails, manage domains, and track delivery analytics

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Email stdio

Miro

4.1/10
com.mcparmory/miro

Create and manage collaborative boards, items, and diagrams programmatically

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Mixpanel

4.1/10
com.mcparmory/mixpanel

Analyze user behavior with funnels, retention, cohorts, and event segmentation

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Notion

4.1/10
com.mcparmory/notion

Create, update, and manage pages, databases, and workspace users

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Opencage Geocoding

4.1/10
com.mcparmory/opencage-geocoding

Convert addresses to coordinates and reverse-geocode locations worldwide

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Outline

4.1/10
com.mcparmory/outline

Create, manage, and organize team documents, collections, and share permissions

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Pdfco

4.1/10
com.mcparmory/pdfco

Extract data, edit, convert, and parse PDF documents with OCR and AI

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Perigon

4.1/10
com.mcparmory/perigon

Search real-time news articles, companies, journalists, and trending topics

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Pinecone

4.1/10
com.mcparmory/pinecone

Create and manage vector database indexes, backups, and collections

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Posthog

4.1/10
com.mcparmory/posthog

Capture analytics events, evaluate feature flags, and manage projects

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Runpod

4.1/10
com.mcparmory/runpod

Launch, scale, and manage GPU pods and serverless endpoints across regions

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Other stdio

India MCP Gst

4.1/10
io.github.Samarth-23-eng/india-mcp-gst

MCP server for India GST: validate GSTIN, search HSN, calculate tax.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Apple Health MCP

4.1/10
io.github.davidmosiah/apple-health-mcp

Unofficial local-first MCP server for Apple Health export data.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Parallel Browser MCP

4.1/10
io.github.etairl/parallel-browser-mcp

MCP server for parallel browser automation across multiple providers.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ssh Client MCP Server

4.1/10
io.github.jordanburke/ssh-client-mcp-server

MCP server for executing shell commands on remote hosts via SSH.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Base Agent Kit

4.1/10
io.github.manteclaw/base-agent-kit

MCP server for Base L2 DeFi operations with 9 monetized endpoints

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Collabsmap

4.1/10
io.github.videreo/collabsmap

Discover travel brand collab opportunities for content creators via CollabsMap.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Openstaad MCP

4.1/10
io.github.BentleySystems/openstaad-mcp

MCP server for Bentley STAAD.Pro via the OpenSTAAD API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

India MCP

4.1/10
io.github.Samarth-23-eng/india-mcp

MCP servers for Indian APIs including stocks, GST, railways, banking, and RTO.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Google Tasks MCP

4.1/10
io.github.ebmurha/google-tasks-mcp

Manage Google Tasks from MCP-compatible AI clients.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Exergynet

4.1/10
io.github.ezumba/exergynet

ExergyNet thermodynamic compute settlement for autonomous agents.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.1/10
io.github.jonybur-oc/mcp-server

stories.yaml — an open specification for software requirements, enforced by CI.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server Registration

4.1/10
io.github.shafarenkacfi/mcp-server-registration

An MCP server that provides [describe what your server does]

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.1/10
io.github.wheelfor/mcp

MCP server for wheelfor.com — create, spin, and manage decision wheels

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Glitch Grow Linkedin Ad MCP

4.1/10
com.glitchexecutor.grow/glitch-grow-linkedin-ad-mcp

MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Analytics stdio

Simplenote MCP

4.1/10
io.github.Automattic/simplenote-mcp

MCP server for reading Simplenote notes across macOS, Linux, and Windows

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

A2A Governance Bridge MCP

4.1/10
io.github.CSOAI-ORG/a2a-governance-bridge-mcp

a2a-governance-bridge-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Accessibility Ai MCP

4.1/10
io.github.CSOAI-ORG/accessibility-ai-mcp

accessibility-ai-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Accounting Ai MCP

4.1/10
io.github.CSOAI-ORG/accounting-ai-mcp

accounting-ai-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ad Copy Ai MCP

4.1/10
io.github.CSOAI-ORG/ad-copy-ai-mcp

ad-copy-ai-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agent Commerce Payments MCP

4.1/10
io.github.CSOAI-ORG/agent-commerce-payments-mcp

agent-commerce-payments-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agent Delegation MCP

4.1/10
io.github.CSOAI-ORG/agent-delegation-mcp

agent-delegation-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agent Identity Trust MCP

4.1/10
io.github.CSOAI-ORG/agent-identity-trust-mcp

agent-identity-trust-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Agent Negotiation MCP

4.1/10
io.github.CSOAI-ORG/agent-negotiation-mcp

agent-negotiation-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agent Orchestrator MCP

4.1/10
io.github.CSOAI-ORG/agent-orchestrator-mcp

agent-orchestrator-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agriculture Robotics MCP

4.1/10
io.github.CSOAI-ORG/agriculture-robotics-mcp

agriculture-robotics-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ai Gateway MCP

4.1/10
io.github.CSOAI-ORG/ai-gateway-mcp

ai-gateway-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ai Ops MCP

4.1/10
io.github.CSOAI-ORG/ai-ops-mcp

ai-ops-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ai Self Audit MCP

4.1/10
io.github.CSOAI-ORG/ai-self-audit-mcp

ai-self-audit-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Airspace Monitor MCP

4.1/10
io.github.CSOAI-ORG/airspace-monitor-mcp

airspace-monitor-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Api Docs Generator Ai MCP

4.1/10
io.github.CSOAI-ORG/api-docs-generator-ai-mcp

api-docs-generator-ai-mcp MCP server by MEOK AI Labs

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

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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.