MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 5 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48701 |
ado-mcp
Claim
Enables AI assistants to interact with Azure DevOps, providing tools for managi…
|
— | ||||||||
| 48702 |
Petfinder MCP Server
Claim
Single-file HTTP MCP server for Petfinder's API to find adoptable pets and anim…
|
— | ||||||||
| 48703 |
Slack for AI agents — rooms, messaging and context sharing for multi-agent coll…
|
— | ||||||||
| 48704 |
@uselink/mcp
Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
|
— | ||||||||
| 48705 |
EasyProject MCP Server
Claim
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
|
— | ||||||||
| 48706 |
MCP Server Templates
Claim
Provides production-grade starter templates for MCP servers with permission bou…
|
— | ||||||||
| 48707 |
edge-soc-mcp
Claim
A Cloudflare Workers MCP server that puts a SOC analyst's enrichment, investiga…
|
— | ||||||||
| 48708 |
LPC MCP Server
Claim
Enables AI assistants to understand and query LPC codebases through natural lan…
|
— | ||||||||
| 48709 |
Talk to Figma MCP
Claim
Enables AI agents to directly control Figma Desktop via MCP, supporting UI crea…
|
— | ||||||||
| 48710 |
Quant Research Assistant
Claim
A comprehensive quantitative finance MCP server providing live financial analys…
|
— | ||||||||
| 48711 |
captcha-mcp
Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
|
— | ||||||||
| 48712 |
paper-intelligence
Claim
A local-first database and assistant layer for organizing, analyzing, and retri…
|
— | ||||||||
| 48713 |
fylings
Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
|
— | ||||||||
| 48714 |
mcp-server-proxmox
Claim
A Model Context Protocol (MCP) server for Proxmox Virtual Environment that enab…
|
— | ||||||||
| 48715 |
agent-ready-mcp
Claim
Enables AI agents to scan any website for agent-readiness and generate the nece…
|
— | ||||||||
| 48716 |
inkscape-mcp
Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
|
— | ||||||||
| 48717 |
rag-paper
Claim
A local-first paper RAG server that enables searching and managing academic PDF…
|
— | ||||||||
| 48718 |
macos-mail-mcp
Claim
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
|
— | ||||||||
| 48719 |
powerbi-mcp-proxy
Claim
A self-hosted MCP server that proxies MCP clients to Power BI, using your own E…
|
— | ||||||||
| 48720 |
smart
Claim
|
— | ||||||||
| 48721 |
mcp-weather
Claim
Enables to interact with comprehensive weather data through the MCP protocol, i…
|
— | ||||||||
| 48722 |
music-assistant-mcp-plus
Claim
A comprehensive MCP server that enables AI assistants to control music playback…
|
— | ||||||||
| 48723 |
BigQuery MCP Server
Claim
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
|
— | ||||||||
| 48724 |
plr-mcp
Claim
A Model Context Protocol server for PyLabRobot that exposes liquid handler, pla…
|
— | ||||||||
| 48725 |
kiro-total-recall
Claim
Enables semantic search across all Kiro conversations (CLI and IDE), allowing t…
|
— | ||||||||
| 48726 |
mailsnail
Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
|
— | ||||||||
| 48727 |
Provides persistent browser tabs with tools to read, click, type, and interact …
|
— | ||||||||
| 48728 |
drive-update-mcp
Claim
Enables updating existing Google Drive files in place via Claude, preserving fi…
|
— | ||||||||
| 48729 |
ssh-mcp
Claim
An MCP server enabling Claude to execute commands on multiple remote servers vi…
|
— | ||||||||
| 48730 |
mcp-kg-skills
Claim
Manages a Neo4j knowledge graph of reusable Python functions, documentation, an…
|
— | ||||||||
| 48731 |
Provides a standardized interface for interacting with Notion's tools and servi…
|
— | ||||||||
| 48732 |
stripe-reporting-mcp
Claim
Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…
|
— | ||||||||
| 48733 |
Tiv Taam MCP Server
Claim
Enables shopping at Tiv Taam grocery store through Claude, including recipe par…
|
— | ||||||||
| 48734 |
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
|
— | ||||||||
| 48735 |
mcp-o11y
Claim
An MCP server that demonstrates comprehensive observability with Sentry, OpenTe…
|
— | ||||||||
| 48736 |
mcp-image-optimizer
Claim
A Model Context Protocol server for image optimization with advanced transforma…
|
— | ||||||||
| 48737 |
xenodocs-mcp-server
Claim
Fetches up-to-date, version-specific documentation and code examples for any li…
|
— | ||||||||
| 48738 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
|
— | ||||||||
| 48739 |
mcp-token-saver
Claim
Real-time Claude.ai subscription awareness for AI coding assistants. Surfaces l…
|
— | ||||||||
| 48740 |
graylog-mcp
Claim
Enables querying Graylog log management system for messages using natural langu…
|
— | ||||||||
| 48741 |
embedded-mcp
Claim
Lets AI assistants read, command, and debug microcontrollers over a serial conn…
|
— | ||||||||
| 48742 |
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
|
— | ||||||||
| 48743 |
mnemory
Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
|
— | ||||||||
| 48744 |
mcp-dns-insights
Claim
Captures DNS queries leaving your Mac and serves them to Claude via MCP for tra…
|
— | ||||||||
| 48745 |
llm-backlog
Claim
MCP server for managing a project backlog as Markdown files in Git, enabling AI…
|
— | ||||||||
| 48746 |
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
|
— | ||||||||
| 48747 |
sec-shodan-mcp
Claim
Provides access to Shodan's IoT search engine API for device search, host intel…
|
— | ||||||||
| 48748 |
MCP PJe Server
Claim
Enables interaction with Brazil's Electronic Judicial Process (PJe) system to s…
|
— | ||||||||
| 48749 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
|
— | ||||||||
| 48750 |
MySQL MCP Server
Claim
Connects MCP-compatible clients like Claude to a MySQL database, enabling schem…
|
— | ||||||||