MCP Server Quality Scores
Independent quality analysis of 58295 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7551 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 70 5⁄5 | ||||||||
| 7552 |
A Model Context Protocol server providing real-time stock data and options anal…
|
B 70 5⁄5 | ||||||||
| 7553 |
opentrace
Claim
Observability engine for AI coding agents. Custom columnar log store, MCP-nativ…
|
B 70 5⁄4 | ||||||||
| 7554 |
A local-first knowledge base server that enables AI clients to store, retrieve,…
|
B 70 5⁄4 | ||||||||
| 7555 |
Enables automated review and analysis of network security controls (AWS Securit…
|
B 70 5⁄5 | ||||||||
| 7556 |
A Model Context Protocol server that enables LLMs to automate web browsers usin…
|
B 70 5⁄5 | ||||||||
| 7557 |
A Model Context Protocol server that enhances Grey Hack game development by pro…
|
B 70 5⁄5 | ||||||||
| 7558 |
Enables Claude Desktop and Agents to generate AI avatars and videos through the…
|
B 70 5⁄5 | ||||||||
| 7559 |
Provides access to 400+ AI models from OpenRouter, enabling users to chat with …
|
B 70 5⁄5 | ||||||||
| 7560 |
jira, wiki mcp
|
B 70 5⁄5 | ||||||||
| 7561 |
MCP server for Blockchain Data. It provides access to Tatum's blockchain API ac…
|
B 70 5⁄5 | ||||||||
| 7562 |
An MCP-compatible server that provides tools for integrating selected Postman A…
|
B 70 5⁄5 | ||||||||
| 7563 |
A version-aware Kubernetes documentation assistant that connects LLMs to truste…
|
B 70 5⁄4 | ||||||||
| 7564 |
WeatherXM Pro MCP Server
Claim
Provides comprehensive access to real-time weather data, forecasts, historical …
|
B 70 5⁄5 | ||||||||
| 7565 |
An intelligent web crawling server that uses Cloudflare's headless browser to r…
|
B 70 5⁄5 | ||||||||
| 7566 |
Enables e-commerce shop owners to query their business data using natural langu…
|
B 70 5⁄5 | ||||||||
| 7567 |
Athena Health MCP Server
Claim
Enables interaction with Athena Health's API for comprehensive healthcare pract…
|
B 70 5⁄5 | ||||||||
| 7568 |
Prevents citation hallucination by verifying academic citations against CrossRe…
|
B 70 5⁄5 | ||||||||
| 7569 |
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
|
B 70 5⁄5 | ||||||||
| 7570 |
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
|
B 70 5⁄5 | ||||||||
| 7571 |
Enables interaction with Notion workspaces through the Notion API. Provides too…
|
B 70 5⁄5 | ||||||||
| 7572 |
MCP server for [Coda](https://coda.io/)
|
B 70 5⁄5 | ||||||||
| 7573 |
Enables searching and scraping of product listings from major Pakistani e-comme…
|
B 70 5⁄4 | ||||||||
| 7574 |
A Claude MCP server that allows Claude to interact with your FreeAgent account …
|
B 70 5⁄5 | ||||||||
| 7575 |
An MCP server that enables AI models to perform Google Web searches using the G…
|
B 70 5⁄5 | ||||||||
| 7576 |
Send personalized greetings by name and quickly test simple interactions. Toggl…
|
B 70 5⁄4 | ||||||||
| 7577 |
On-demand access to amCharts 5 docs, code examples, and API reference
|
B 70 5⁄4 | ||||||||
| 7578 |
Enables natural language interaction with Docker commands and operations. Suppo…
|
B 70 5⁄5 | ||||||||
| 7579 |
Basic MCP Application
Claim
A simple application demonstrating Model Context Protocol (MCP) integration wit…
|
B 70 5⁄5 | ||||||||
| 7580 |
CAPI Gateway
Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
|
B 70 5⁄4 | ||||||||
| 7581 |
MCP server for unified cognitive processing — deep reasoning framework for Clin…
|
B 70 5⁄5 | ||||||||
| 7582 |
A local, fully-offline MCP memory server that enables persistent storage and re…
|
B 70 5⁄5 | ||||||||
| 7583 |
A graph-based MCP server that discovers, resolves dependencies, and installs th…
|
B 70 5⁄5 | ||||||||
| 7584 |
A powerful MCP tool for parsing and manipulating MIDI files that allows users t…
|
B 70 5⁄5 | ||||||||
| 7585 |
Manim MCP Server
Claim
Enables compilation and serving of Manim animations through natural language. S…
|
B 70 5⁄4 | ||||||||
| 7586 |
A production-ready MCP server for macOS that provides async, cache-backed acces…
|
B 70 5⁄4 | ||||||||
| 7587 |
An MCP server integrating with Findymail API that enables email validation and …
|
B 70 5⁄5 | ||||||||
| 7588 |
Jira-GitLab MCP Server
Claim
Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, cre…
|
B 70 5⁄5 | ||||||||
| 7589 |
xiaohongshu-mcp
Claim
|
B 70 5⁄4 | ||||||||
| 7590 |
Enables users to fetch real-time weather alerts from the National Weather Servi…
|
B 70 5⁄5 | ||||||||
| 7591 |
A Model Context Protocol server that enables gasless blockchain transactions di…
|
B 70 5⁄5 | ||||||||
| 7592 |
A Model Context Protocol server that provides access to APRS.fi API for ham rad…
|
B 70 5⁄5 | ||||||||
| 7593 |
Delivering real-time cross-chain bridge rates and optimal transfer routes to on…
|
B 70 5⁄5 | ||||||||
| 7594 |
A Model Context Protocol server that retrieves and analyzes Sentry.io issues, a…
|
B 70 5⁄5 | ||||||||
| 7595 |
Provides UK-centric date calculations including bank holiday integration, sprin…
|
B 70 5⁄5 | ||||||||
| 7596 |
A production-ready MCP server that enables users to interact with PostgreSQL da…
|
B 70 5⁄5 | ||||||||
| 7597 |
A cloud-based vector memory service that provides AI assistants with persistent…
|
B 70 5⁄5 | ||||||||
| 7598 |
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
|
B 70 5⁄5 | ||||||||
| 7599 |
Enables AI agents to retrieve real-time data on wallet DeFi positions, token ba…
|
B 70 5⁄5 | ||||||||
| 7600 |
URL fetcher and HTML-to-markdown converter with three-layer prompt injection de…
|
B 70 5⁄5 | ||||||||