MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19901 |
A Model Context Protocol server that enables AI assistants to interact with Lin…
|
C 64 4⁄4 | ||||||||
| 19902 |
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture…
|
C 64 4⁄3 | ||||||||
| 19903 |
A Managed Context Provider server that crawls and indexes Zerops documentation,…
|
C 64 4⁄4 | ||||||||
| 19904 |
mcp-ecosystem
Claim
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
|
C 64 3⁄3 | ||||||||
| 19905 |
job-pilot
Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
|
C 64 4⁄4 | ||||||||
| 19906 |
AI-powered task management system for AI-driven development. Features PRD parsi…
|
C 64 4⁄4 | ||||||||
| 19907 |
Connects to your Pinecone Assistant and gives the agent context from its knowle…
|
C 64 4⁄4 | ||||||||
| 19908 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19909 |
Parquet MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19910 |
Educational Python refactoring assistant that provides guided suggestions for A…
|
C 64 4⁄4 | ||||||||
| 19911 |
TrendRadar
Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
|
C 64 4⁄3 | ||||||||
| 19912 |
This read-only MCP Server allows you to connect to Authorize.Net data from Clau…
|
C 64 3⁄3 | ||||||||
| 19913 |
Bringing the debugging we know and love as human programmers to our AI agents –…
|
C 64 4⁄3 | ||||||||
| 19914 |
agents
Claim
|
C 64 4⁄3 | ||||||||
| 19915 |
An MCP server that provides persistent project context, workflow management, an…
|
C 64 4⁄3 | ||||||||
| 19916 |
A Model Context Protocol server that provides Claude with comprehensive access …
|
C 64 4⁄4 | ||||||||
| 19917 |
MCP server for HEB grocery store integration - search products, manage carts, c…
|
C 64 4⁄3 | ||||||||
| 19918 |
IBM DB2 MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19919 |
Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse
|
C 64 4⁄3 | ||||||||
| 19920 |
Sybase IQ MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19921 |
Unity MCP Server
Claim
Exposes Unity Editor project context and manipulation tools to AI coding agents…
|
C 64 3⁄3 | ||||||||
| 19922 |
Teradata MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19923 |
simple-mcp-selenium
Claim
An MCP Selenium Server for controlling browsers using natural language in Curso…
|
C 64 4⁄3 | ||||||||
| 19924 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19925 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19926 |
Enables comprehensive Google Meet and Calendar management through Google Calend…
|
C 64 4⁄4 | ||||||||
| 19927 |
Google Cloud Storage MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19928 |
MCP Test Utils
Claim
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI …
|
C 64 3⁄3 | ||||||||
| 19929 |
ai-command
Claim
Control WordPress using WP-CLI, AI, and MCP.
|
C 64 3⁄3 | ||||||||
| 19930 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19931 |
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
|
C 64 3⁄3 | ||||||||
| 19932 |
best-of-mcp-servers
Claim
🏆 A ranked list of MCP servers. Updated weekly.
|
C 64 3⁄3 | ||||||||
| 19933 |
mcp-server
Claim
MCP server implementation using the WordPress REST API
|
C 64 3⁄3 | ||||||||
| 19934 |
MantraChain MCP Server
Claim
A server that provides tools for interacting with MantraChain blockchain throug…
|
C 64 4⁄4 | ||||||||
| 19935 |
JMAP Email
Claim
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
|
C 64 4⁄3 | ||||||||
| 19936 |
Enables interaction with Convoy's webhooks proxy API for managing and monitorin…
|
C 64 4⁄4 | ||||||||
| 19937 |
One command to turn any codebase into an MCP server. Not just REST APIs. Not ju…
|
C 64 4⁄3 | ||||||||
| 19938 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19939 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 19940 |
MCP server for local SQLite database operations
|
C 64 4⁄3 | ||||||||
| 19941 |
peta-core
Claim
The Control Plane for MCP — secure vault, managed runtime, audit trail, and pol…
|
C 64 4⁄3 | ||||||||
| 19942 |
Enables AI assistants to automate Android devices and Windows desktop applicati…
|
C 64 4⁄3 | ||||||||
| 19943 |
mcp-plexus
|
C 64 4⁄4 | ||||||||
| 19944 |
SFTP MCP Server by CData
Claim
SFTP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19945 |
An MCP server that provides access to the Zoo API for various CAD operations an…
|
C 64 4⁄3 | ||||||||
| 19946 |
ServiceNow MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 19947 |
Full CRUD MCP server for FactorialHR: employees, teams, time off, projects, ATS…
|
C 64 4⁄3 | ||||||||
| 19948 |
spotdb
Claim
Ephemeral data sandbox for AI workflows with guardrails and security
|
C 64 4⁄3 | ||||||||
| 19949 |
## 🏥 Ubuntu Patient Care MCP Server: The Intelligent, Offline Authorization Gat…
|
C 64 4⁄3 | ||||||||
| 19950 |
RSS MCP Server by CData
Claim
This read-only MCP Server allows you to connect to RSS data from Claude Desktop…
|
C 64 3⁄3 | ||||||||