MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40701 |
TestRail MCP Server
Claim
Enables AI assistants to interact with TestRail test management system, support…
|
— | ||||||||
| 40702 |
Pipeline Assistant MCP
Claim
An MCP server that automates CI/CD pipeline creation, analysis, and security en…
|
— | ||||||||
| 40703 |
ib-async-mcp
Claim
MCP server for Interactive Brokers API, enabling account management, trading, m…
|
— | ||||||||
| 40704 |
Todo MCP Server
Claim
This MCP server provides tools to manage a todo list with CRUD operations, enab…
|
— | ||||||||
| 40705 |
jenkins-mcp
Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
|
— | ||||||||
| 40706 |
Playwright MCP Server
Claim
Enables browser automation using Playwright, allowing LLMs to interact with web…
|
— | ||||||||
| 40707 |
MCP Empe Server
Claim
Enables users to manage self-sovereign identity credentials by creating schemas…
|
— | ||||||||
| 40708 |
WAII MCP Server
Claim
Provides database interaction through natural language, enabling query executio…
|
— | ||||||||
| 40709 |
mcp-calendar-python
Claim
Enables creating, modifying, and checking Google Calendar events from Claude de…
|
— | ||||||||
| 40710 |
raze
Claim
Raze is an MCP server that integrates with AI assistants to analyze, validate, …
|
— | ||||||||
| 40711 |
AgentVeil Protocol
Claim
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
|
— | ||||||||
| 40712 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
|
— | ||||||||
| 40713 |
AgentData MCP Server
Claim
Connects AI agents to AgentData's company intelligence platform, enabling natur…
|
— | ||||||||
| 40714 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
|
— | ||||||||
| 40715 |
Milvus MCP Server
Claim
Enables LLMs to interact with Milvus vector database for search, query, and col…
|
— | ||||||||
| 40716 |
MCPing
Claim
Enables AI assistants to send desktop notifications on macOS with rich formatti…
|
— | ||||||||
| 40717 |
@ratel-ai/mcp-server
Claim
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
|
— | ||||||||
| 40718 |
mcp-regulations-gov
Claim
Enables access to federal regulatory dockets, documents, and public comments fr…
|
— | ||||||||
| 40719 |
Enables AI assistants to spawn and manage long-running cloud agents via MCP, of…
|
— | ||||||||
| 40720 |
Enables GitHub Copilot to perform markdown review, dependency checking, and AI-…
|
— | ||||||||
| 40721 |
@shipeasy/mcp
Claim
A unified MCP server for experimentation and i18n, enabling AI assistants to ma…
|
— | ||||||||
| 40722 |
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
|
— | ||||||||
| 40723 |
A deployable MCP server on Cloudflare Workers that allows you to create custom …
|
— | ||||||||
| 40724 |
parsely-mcp
Claim
MCP server that enables AI assistants to query Parse.ly analytics for top posts…
|
— | ||||||||
| 40725 |
computer-use-linux
Claim
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
|
— | ||||||||
| 40726 |
mcp-oss-onramp
Claim
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
|
— | ||||||||
| 40727 |
JinaAI MCP Server
Claim
Enables LLMs to read and extract clean, markdown-formatted content from any web…
|
— | ||||||||
| 40728 |
Secure MCP-gRPC
Claim
Provides a secure gRPC transport layer for the Model Context Protocol (MCP) wit…
|
— | ||||||||
| 40729 |
jazzcash-mcp
Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
|
— | ||||||||
| 40730 |
ai-readme-manager
Claim
A smart documentation system that helps AI assistants understand and follow you…
|
— | ||||||||
| 40731 |
ACE-MCP
Claim
Enables AI clients to perform local code search, indexing, and analysis across …
|
— | ||||||||
| 40732 |
swamymcpfirst
Claim
|
— | ||||||||
| 40733 |
avanan-legacy-mcp
Claim
A legacy MCP server for Avanan cloud email security, providing tools to manage …
|
— | ||||||||
| 40734 |
Outlook MCP Server
Claim
A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (e…
|
— | ||||||||
| 40735 |
Moodle-MCP
Claim
Enables retrieval of upcoming events from Moodle LMS via the Model Context Prot…
|
— | ||||||||
| 40736 |
rucio-mcp
Claim
An MCP server that exposes Rucio distributed data management operations as tool…
|
— | ||||||||
| 40737 |
Antom MCP Server
Claim
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
|
— | ||||||||
| 40738 |
Rozkoduj MCP
Claim
Provides AI assistants with market screening, analysis, and scoring across stoc…
|
— | ||||||||
| 40739 |
PostGIS Yukon MCP
Claim
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
|
— | ||||||||
| 40740 |
MCP FacturaScripts
Claim
An MCP server that integrates with the FacturaScripts ERP system, providing res…
|
— | ||||||||
| 40741 |
n8n-mcp-server
Claim
Enables LLMs to programmatically control n8n via natural language for automated…
|
— | ||||||||
| 40742 |
poly-git-mcp
Claim
Unified MCP server for Git forge management across GitHub, GitLab, Gitea, and B…
|
— | ||||||||
| 40743 |
tasks-mcp
Claim
Enables AI assistants to manage Notion tasks, projects, and courses through MCP…
|
— | ||||||||
| 40744 |
Regulated AI Compliance
Claim
EU AI Act · APRA · NIST AI RMF · ISO 42001 · AU AI Safety — grounded compliance…
|
— | ||||||||
| 40745 |
Claude Memory MCP
Claim
A lightweight MCP server that provides Claude Desktop with persistent memory ac…
|
— | ||||||||
| 40746 |
Ravenna MCP Server
Claim
Allows LLMs to create, update, and retrieve tickets directly from the Ravenna h…
|
— | ||||||||
| 40747 |
Granola
Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
|
— | ||||||||
| 40748 |
extrapify
Claim
Structured web context infrastructure for AI agents. Extract reliable schema-gu…
|
— | ||||||||
| 40749 |
string-utils-ai-mcp
Claim
Provides string utility operations via the MCP protocol, with built-in EU AI Ac…
|
— | ||||||||
| 40750 |
cloudflare-api-mcp
Claim
Enables AI agents to interact with the Cloudflare REST API for managing DNS rec…
|
— | ||||||||