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 | ||||||||||
| 20401 |
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime …
|
C 61 5⁄5 | ||||||||
| 20402 |
Converts eFax documents (PDF, TIFF, CCD XML) from OpenText Fax Server Software …
|
C 61 4⁄3 | ||||||||
| 20403 |
Persistent semantic memory for AI agents using local ChromaDB vector search. No…
|
C 60 4⁄3 | ||||||||
| 20404 |
Google Drive
Claim
Enable seamless access and management of Google Drive files through a standardi…
|
C 60 4⁄4 | ||||||||
| 20405 |
awesome-dxt-mcp
Claim
🚀 A curated list of awesome Desktop Extensions (DXT) and MCP servers for Claude…
|
C 60 3⁄3 | ||||||||
| 20406 |
Wax
Claim
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. M…
|
C 60 4⁄3 | ||||||||
| 20407 |
An MCP server for Task Trellis that provides tools for AI coding agents to mana…
|
C 60 4⁄3 | ||||||||
| 20408 |
openapi-to-mcp
Claim
MCP server that automatically converts any OpenAPI/Swagger specification into a…
|
C 60 3⁄3 | ||||||||
| 20409 |
An MCP server that allows AI assistants to interact with the ServiceTitan API, …
|
C 60 4⁄3 | ||||||||
| 20410 |
Connects to Garmin Connect and exposes your fitness and health data (activities…
|
C 60 4⁄4 | ||||||||
| 20411 |
Knapcode.SampleMcpServer
Claim
A sample MCP server using the MCP C# SDK. Generates random numbers and random w…
|
C 60 3⁄3 | ||||||||
| 20412 |
A bridge that enables AI assistants to connect to VS Code's debugger, allowing …
|
C 60 4⁄3 | ||||||||
| 20413 |
mcpc
Claim
Cross-platform C SDK for Model Context Protocol (MCP), in modern🚀 C23.
|
C 60 3⁄3 | ||||||||
| 20414 |
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
|
C 60 4⁄4 | ||||||||
| 20415 |
Curated workflow recipes that combine hooks, MCP servers, skills, agents, and C…
|
C 60 3⁄3 | ||||||||
| 20416 |
Kibana Log Access Server
Claim
Provide seamless access to Kibana logs through a simple API designed for effici…
|
C 60 4⁄3 | ||||||||
| 20417 |
hindsight
Claim
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to m…
|
C 60 4⁄4 | ||||||||
| 20418 |
Advanced MCP Server
Claim
Provides AI coding agents with a secure, sandboxed environment for executing co…
|
C 60 4⁄4 | ||||||||
| 20419 |
awesome-mcp-security
Claim
Security scores for 800+ MCP servers. 9 analyzers scan for prompt injection, to…
|
C 60 3⁄3 | ||||||||
| 20420 |
Build Awesome MCPs with Awesome Best Practices for MCP Servers and MCP Clients
|
C 60 3⁄3 | ||||||||
| 20421 |
MCP Memory Server
Claim
Provides intelligent memory management capabilities using Qdrant vector databas…
|
C 60 4⁄4 | ||||||||
| 20422 |
Agent-Fusion
Claim
Agent Fusion is a local RAG semantic search engine that gives AI agents instan…
|
C 60 4⁄3 | ||||||||
| 20423 |
Provides Azure Entra ID authenticated access to organizational development reso…
|
C 60 4⁄4 | ||||||||
| 20424 |
Enables AI-powered interaction with Reltio's master data management platform, s…
|
C 60 4⁄4 | ||||||||
| 20425 |
AI-powered autonomous penetration testing framework with 80+ professional secur…
|
C 60 4⁄3 | ||||||||
| 20426 |
DeepCo
Claim
A Chat Client for LLMs, written in Compose Multiplatform.
|
C 60 3⁄3 | ||||||||
| 20427 |
just a test of glama
|
C 60 3⁄3 | ||||||||
| 20428 |
awesome-ios-ai
Claim
AI agent skills, agent teams, MCP servers, and tools that make AI coding assist…
|
C 60 3⁄3 | ||||||||
| 20429 |
gRPC-zig
Claim
blazigly fast gRPC/MCP client & server implementation in zig
|
C 60 4⁄3 | ||||||||
| 20430 |
mcs-mcp
Claim
Provide Monte-Carlo-Simulation and Flow Data diagnostics to AI Agents
|
C 60 4⁄3 | ||||||||
| 20431 |
MCP-Server
Claim
A Flask-based MCP server with web GUI that provides utility tools for mathemati…
|
C 60 4⁄3 | ||||||||
| 20432 |
A Model Context Protocol server that enables AI agents to interact with Netwrix…
|
C 60 4⁄4 | ||||||||
| 20433 |
mcp-oauth2-aws-cognito
Claim
MCP Server Authorization Example with AWS Cognito
|
C 60 4⁄3 | ||||||||
| 20434 |
A comprehensive Model Context Protocol (MCP) server that enables AI assistants …
|
C 60 5⁄5 | ||||||||
| 20435 |
An MCP server that enables users to control and edit REAPER projects through a …
|
C 60 4⁄3 | ||||||||
| 20436 |
ComfyUI MCP Server
Claim
Dynamically loads ComfyUI workflows as MCP tools, enabling AI assistants to gen…
|
C 60 4⁄4 | ||||||||
| 20437 |
GameDevBench MCP
Claim
Enables LLM agents to capture screenshots and visualize runtime behavior within…
|
C 60 3⁄3 | ||||||||
| 20438 |
Provides real-time access to Bangalore's public transportation information incl…
|
C 60 4⁄4 | ||||||||
| 20439 |
An advanced macOS automation toolkit that enables AI clients to directly contro…
|
C 60 4⁄3 | ||||||||
| 20440 |
MCP MIDI Bridge
Claim
An Electron desktop application that bridges LLM-driven music generation with D…
|
C 60 4⁄3 | ||||||||
| 20441 |
A specialized server that enables LLMs to gather specific information through s…
|
C 60 4⁄4 | ||||||||
| 20442 |
Enables AI assistants to capture and analyze screen content across multi-monito…
|
C 60 4⁄3 | ||||||||
| 20443 |
Dummy Bank API
Claim
A FastAPI-based banking API designed for portfolio analysis and customer data m…
|
C 60 4⁄3 | ||||||||
| 20444 |
Enables interaction with Vertica databases through SQL queries, schema manageme…
|
C 60 4⁄4 | ||||||||
| 20445 |
An MCP server that connects AI assistants to Anaplan's Integration API v2, enab…
|
C 60 4⁄4 | ||||||||
| 20446 |
The official NetLicensing MCP Server is a natural language interface that enabl…
|
C 60 4⁄4 | ||||||||
| 20447 |
Medplum
Claim
Official Medplum MCP server for healthcare automation
|
C 60 4⁄4 | ||||||||
| 20448 |
Provides semantic code intelligence tools (search, structural views) and a work…
|
C 60 4⁄3 | ||||||||
| 20449 |
Awesome-MCP
Claim
Awesome ModelContextProtocol resources - A curated list of MCP resources
|
C 60 3⁄3 | ||||||||
| 20450 |
EDT-MCP
Claim
MCP for 1C:EDT
|
C 60 4⁄3 | ||||||||