MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 4 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20051 |
mcp-server
Claim
Agent-first synthetic test data MCP server. Estimate usage, detect schemas from…
|
B 77 3⁄3 | ||||||||
| 20052 |
CP server for Harbor Registry — projects, repositories, artifacts, storage repo…
|
B 77 3⁄3 | ||||||||
| 20053 |
AI agent service marketplace with x402 micropayments (USDC on Base). 30 tools f…
|
B 77 3⁄3 | ||||||||
| 20054 |
Access French geographic data from IGN (Institut national de l'information géog…
|
B 77 4⁄4 | ||||||||
| 20055 |
A server for the Machine Chat Protocol (MCP) that provides a YAML-based configu…
|
B 77 4⁄3 | ||||||||
| 20056 |
B2B lead generation with 20+ tools including Apollo, Google Maps, email finder,…
|
B 77 4⁄3 | ||||||||
| 20057 |
400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and m…
|
B 77 4⁄3 | ||||||||
| 20058 |
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
|
B 77 3⁄3 | ||||||||
| 20059 |
A Python-based MCP server that automates WhatsApp Web using Playwright to manag…
|
B 77 3⁄3 | ||||||||
| 20060 |
Living typed knowledge graph for software projects, exposed over MCP so coding …
|
B 77 3⁄3 | ||||||||
| 20061 |
High-performance MCP server for integrating ClickUp with AI applications, featu…
|
B 77 4⁄4 | ||||||||
| 20062 |
11 tools for AI trading agents: fused crypto signals (10 assets), sentiment, ma…
|
B 77 3⁄3 | ||||||||
| 20063 |
ast-editor
Claim
A robust, language-agnostic Model Context Protocol (MCP) server that provides A…
|
B 77 3⁄3 | ||||||||
| 20064 |
MCP server to publish to Substack, Ghost, Dev.to, WordPress, LinkedIn + 5 more …
|
B 77 3⁄3 | ||||||||
| 20065 |
Website health checker MCP server - SEO audit, accessibility scan, broken link …
|
B 77 3⁄3 | ||||||||
| 20066 |
Security scanner for MCP server configurations. Detects secrets, CVEs, permissi…
|
B 77 3⁄3 | ||||||||
| 20067 |
MCP server for the Mailtrap email platform — analytics, sending, contacts, sand…
|
B 77 3⁄3 | ||||||||
| 20068 |
Financial market intelligence with 17 tools — stock quotes, technical analysis …
|
B 77 3⁄3 | ||||||||
| 20069 |
MCP server that bridges Ableton Live with AI models, enabling real-time project…
|
B 77 3⁄3 | ||||||||
| 20070 |
MCP server for [Pipedrive CRM](https://www.pipedrive.com). 155 tools covering d…
|
B 77 4⁄4 | ||||||||
| 20071 |
Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labo…
|
B 77 3⁄3 | ||||||||
| 20072 |
MCP server for Pumperly — query fuel prices, find stations, and plan routes
|
B 77 3⁄3 | ||||||||
| 20073 |
Enables delegation of agentic sessions to Kubernetes-hosted Claude agents runni…
|
B 77 4⁄4 | ||||||||
| 20074 |
Local MCP server for iOS Simulator and macOS app automation with a native Swift…
|
B 77 4⁄3 | ||||||||
| 20075 |
Contentful
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
|
B 77 4⁄4 | ||||||||
| 20076 |
|
B 77 3⁄3 | ||||||||
| 20077 |
A template repo for writing and publishing local, remote, DXT, and binary MCP s…
|
B 77 4⁄3 | ||||||||
| 20078 |
Manage test cases in TestCollab directly from your AI coding assistant. List, c…
|
B 77 4⁄4 | ||||||||
| 20079 |
This server integrates with The Movie Database (TMDB) API to provide movie info…
|
B 77 4⁄3 | ||||||||
| 20080 |
Local OCR and image analysis via Apple Vision Framework. Wraps macOS's native V…
|
B 77 3⁄3 | ||||||||
| 20081 |
MCP server for remote debugging with gdbserver
|
B 77 3⁄3 | ||||||||
| 20082 |
Sunsama MCP Server
Claim
Enables AI assistants to manage tasks in Sunsama, including creating tasks, rea…
|
B 77 4⁄4 | ||||||||
| 20083 |
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
|
B 77 3⁄3 | ||||||||
| 20084 |
Hybrid computer-use runtime. Fuses accessibility tree + Chrome DevTools Protoco…
|
B 77 3⁄3 | ||||||||
| 20085 |
1 MCP server, 13 databases, zero config. Multi-protocol transport with Auth + R…
|
B 77 3⁄3 | ||||||||
| 20086 | B 77 3⁄3 | |||||||||
| 20087 |
Blazing-fast, asynchronous MCP server for seamless filesystem operations.
|
B 77 4⁄3 | ||||||||
| 20088 |
Umbrella package for SciTeX — reproducible science from raw data to manuscript
|
B 77 3⁄3 | ||||||||
| 20089 |
Enables AI assistants to run, manage, and debug BSD/Illumos VMs through natural…
|
B 77 3⁄3 | ||||||||
| 20090 |
midnight-mcp
Claim
MCP server that gives AI assistants access to Midnight blockchain—search contra…
|
B 77 4⁄3 | ||||||||
| 20091 |
Enables users to search, check availability, and book restaurant reservations a…
|
B 77 4⁄3 | ||||||||
| 20092 |
Gemini-Imagen4
Claim
Generate high-quality images from text descriptions using Google's Imagen 4.0 m…
|
B 77 4⁄3 | ||||||||
| 20093 |
Medium CLI + 23-tool MCP server. Your IDE drafts replies. No API keys.
|
B 77 3⁄3 | ||||||||
| 20094 |
A toolset for executing commands and transferring files or directories on remot…
|
B 77 4⁄4 | ||||||||
| 20095 |
OTC crypto trading with HTLC atomic settlement on Ethereum and Bitcoin
|
B 77 3⁄3 | ||||||||
| 20096 |
Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with…
|
B 77 3⁄3 | ||||||||
| 20097 |
Exposes Covalent's GoldRush APIs to provide LLMs with comprehensive blockchain …
|
B 77 4⁄4 | ||||||||
| 20098 |
Model Context Protocol server for CiviCRM — AuthX-first, schema-introspected, w…
|
B 77 3⁄3 | ||||||||
| 20099 |
MCP server exposing sqlite3 library functionality
|
B 77 3⁄3 | ||||||||
| 20100 |
An unofficial Model Context Protocol server that enables AI assistants to manag…
|
B 77 4⁄4 | ||||||||
