MCP Server Quality Scores
Independent quality analysis of 66415 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4251 |
Enables AI assistants to dynamically generate technology-specific prompts and m…
|
B 75 5⁄4 | ||||||||
| 4252 |
Provides access to over 800,000 economic time series from the Federal Reserve B…
|
B 75 5⁄5 | ||||||||
| 4253 |
Enables AI agents to create, manage, and track tasks within plans using Valkey …
|
B 75 5⁄5 | ||||||||
| 4254 |
GitHub Mapper MCP Server
Claim
Provides tools for mapping and analyzing GitHub repositories. It allows users t…
|
B 75 5⁄5 | ||||||||
| 4255 |
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
|
B 75 5⁄4 | ||||||||
| 4256 |
Enables integration with Apple Mail on macOS using JavaScript for Automation (J…
|
B 75 5⁄4 | ||||||||
| 4257 |
An intelligent task management system that provides structured workflows for AI…
|
B 75 5⁄5 | ||||||||
| 4258 |
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
|
B 75 5⁄4 | ||||||||
| 4259 |
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
|
B 75 5⁄5 | ||||||||
| 4260 |
my-bear-mcp-server
Claim
Allows to read notes and tags for the Bear Note taking app, through a direct in…
|
B 75 5⁄4 | ||||||||
| 4261 |
Provides real-time debugging, code quality monitoring, and performance insights…
|
B 75 5⁄4 | ||||||||
| 4262 |
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
|
B 75 5⁄5 | ||||||||
| 4263 |
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
|
B 75 5⁄4 | ||||||||
| 4264 |
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
|
B 75 5⁄5 | ||||||||
| 4265 |
Provides AI assistants with real-time web search capabilities, intelligent data…
|
B 75 5⁄5 | ||||||||
| 4266 |
Lunch Flow MCP Server
Claim
Enables AI assistants to access financial data from 20,000+ banks across 40+ co…
|
B 75 5⁄5 | ||||||||
| 4267 |
Integrates Google's Gemini AI with Claude Code to provide advanced development …
|
B 75 5⁄5 | ||||||||
| 4268 |
Provides seamless integration with NASA's public APIs, enabling AI assistants t…
|
B 75 5⁄5 | ||||||||
| 4269 |
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
|
B 75 5⁄5 | ||||||||
| 4270 |
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
|
B 75 5⁄5 | ||||||||
| 4271 |
|
B 75 5⁄4 | ||||||||
| 4272 |
Enables Adobe Express add-on developers to scaffold projects, access code examp…
|
B 75 5⁄5 | ||||||||
| 4273 |
Enables AI assistants to search and retrieve information about Terraform provid…
|
B 75 5⁄5 | ||||||||
| 4274 |
A Model Context Protocol server that enables AI models to interact with the Nos…
|
B 75 5⁄4 | ||||||||
| 4275 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 4276 |
Enables AI assistants to interact with Codecks project management for querying …
|
B 75 5⁄5 | ||||||||
| 4277 |
Enables Claude and other LLMs to search through any published MkDocs documentat…
|
B 75 5⁄5 | ||||||||
| 4278 |
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
|
B 75 5⁄4 | ||||||||
| 4279 |
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
|
B 75 6⁄6 | ||||||||
| 4280 |
An MCP server that enables the extraction of transcripts and detailed metadata …
|
B 75 5⁄5 | ||||||||
| 4281 |
Express MCP Server
Claim
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
|
B 75 6⁄6 | ||||||||
| 4282 |
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
|
B 75 5⁄5 | ||||||||
| 4283 |
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via…
|
B 75 5⁄4 | ||||||||
| 4284 |
Enables access to BitSight security rating data through company search and rati…
|
B 75 5⁄5 | ||||||||
| 4285 |
AI Agent Guardrails MCP server - security layer
|
B 75 5⁄4 | ||||||||
| 4286 |
This is an MCP server that enables agents to record, search, and retrieve memos…
|
B 75 5⁄5 | ||||||||
| 4287 |
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
|
B 75 5⁄4 | ||||||||
| 4288 |
Enables AI assistants to execute PromQL queries and discover metrics across mul…
|
B 75 5⁄5 | ||||||||
| 4289 |
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
|
B 75 5⁄5 | ||||||||
| 4290 |
gospy
Claim
Non-Invasive goroutine inspector
|
B 75 5⁄5 | ||||||||
| 4291 |
Hello World MCP Server
Claim
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-com…
|
B 75 5⁄5 | ||||||||
| 4292 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 4293 |
|
B 75 5⁄4 | ||||||||
| 4294 |
MCP server for Qiskit quantum computing with circuit serialization utilities
|
B 75 5⁄4 | ||||||||
| 4295 |
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
|
B 75 5⁄4 | ||||||||
| 4296 |
A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…
|
B 75 5⁄4 | ||||||||
| 4297 |
A universal browser automation server featuring 63 tools for programmatic Chrom…
|
B 75 5⁄4 | ||||||||
| 4298 |
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
|
B 75 5⁄5 | ||||||||
| 4299 |
A basic example demonstrating how to develop and run a serverless Model Context…
|
B 75 6⁄6 | ||||||||
| 4300 |
Enables AI agents to interact with Homey home automation systems for managing f…
|
B 75 5⁄5 | ||||||||