MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22551 |
A self-hosted remote MCP server that provides reusable prompts and development …
|
D 53 4⁄4 | ||||||||
| 22552 |
A high-performance MCP server for expert discovery, registration, and context i…
|
D 53 4⁄4 | ||||||||
| 22553 |
This server enables interacting with the National Digital Health Mission's Heal…
|
D 53 4⁄4 | ||||||||
| 22554 |
A Multi-Agent Conversation Protocol Server that provides a natural language int…
|
D 53 4⁄4 | ||||||||
| 22555 |
Provides read-only access to query and retrieve information about devices, flee…
|
D 53 4⁄4 | ||||||||
| 22556 |
A Multi-Agent Conversation Protocol server for interacting with Google Play Gam…
|
D 53 4⁄4 | ||||||||
| 22557 |
Enables AI assistants to index and search codebases using semantic search power…
|
D 53 4⁄4 | ||||||||
| 22558 |
Supabase MCP Server
Claim
Enables AI agents to access and manage Supabase projects through the Model Cont…
|
D 53 4⁄4 | ||||||||
| 22559 |
HoudiniMCP
Claim
Connects Houdini to Claude AI through Model Context Protocol, enabling AI-assis…
|
D 53 3⁄3 | ||||||||
| 22560 |
A multi-agent system that analyzes meeting transcripts to generate summaries, e…
|
D 53 4⁄4 | ||||||||
| 22561 |
An MCP server for building, validating, and publishing Ice Puzzle levels with A…
|
D 53 4⁄4 | ||||||||
| 22562 |
MCP server for Apache Kafka that allows LLM agents to inspect topics, consumer …
|
D 53 4⁄4 | ||||||||
| 22563 |
Enables users to interact with Apache Airflow orchestration platform through na…
|
D 53 4⁄4 | ||||||||
| 22564 |
bio-agents-mcp
Claim
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), w…
|
D 53 4⁄3 | ||||||||
| 22565 |
AST-based Python refactoring MCP server with safe automated refactorings and ro…
|
D 53 4⁄3 | ||||||||
| 22566 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps repositories and pull reque…
|
D 53 4⁄4 | ||||||||
| 22567 |
An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to…
|
D 53 4⁄3 | ||||||||
| 22568 |
Enables integrated search and ordering across eight pharmaceutical wholesalers …
|
D 53 4⁄3 | ||||||||
| 22569 |
Enables access to Japan's official government statistics portal (e-Stat) API to…
|
D 53 4⁄4 | ||||||||
| 22570 |
Provides integrated access to location-based weather, reporting history, and in…
|
D 53 4⁄4 | ||||||||
| 22571 |
Model Context Protocol server that enables API test automation across various A…
|
D 53 4⁄3 | ||||||||
| 22572 |
A Model Context Protocol (MCP) application for automated GitHub PR analysis and…
|
D 53 5⁄5 | ||||||||
| 22573 |
BCI-MCP Server
Claim
A framework that integrates Brain-Computer Interface technology with the Model …
|
D 53 4⁄4 | ||||||||
| 22574 |
An MCP server that enables interaction with Twilio Frontline API for customer c…
|
D 53 4⁄4 | ||||||||
| 22575 |
mcp-open-webresearch
Claim
A proxy-aware MCP server that enables web searching across multiple engines and…
|
D 53 4⁄4 | ||||||||
| 22576 |
A Model Context Protocol server that converts Solidity bytecode into functional…
|
D 53 4⁄4 | ||||||||
| 22577 | D 53 3⁄3 | |||||||||
| 22578 |
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Us…
|
D 53 4⁄4 | ||||||||
| 22579 |
gpt2099.nu
Claim
a Nushell cross.stream extension to interact with LLMs and MCP servers
|
D 53 4⁄3 | ||||||||
| 22580 |
Skillz MCP Server
Claim
Enables LLMs to dynamically discover and execute tools through a structured ski…
|
D 53 4⁄4 | ||||||||
| 22581 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
D 53 4⁄4 | ||||||||
| 22582 |
An MCP server that exposes over 20 standard penetration testing utilities, such…
|
D 53 4⁄4 | ||||||||
| 22583 |
Transform REST APIs into intelligent, chat-driven MCP servers with zero code ch…
|
D 53 4⁄4 | ||||||||
| 22584 |
A TypeScript-based Model Context Protocol (MCP) server template built with mcp-…
|
D 53 4⁄3 | ||||||||
| 22585 |
Enables interaction with Zoom services through the Zoom API. Provides access to…
|
D 53 4⁄4 | ||||||||
| 22586 |
RAG MCP Server
Claim
An API that enables document querying through a Retrieval-Augmented Generation …
|
D 53 4⁄4 | ||||||||
| 22587 |
Provides a Model Context Protocol server for managing shipping orders and addre…
|
D 53 4⁄4 | ||||||||
| 22588 |
Provides AI security guardrails through Javelin's platform to detect harmful co…
|
D 53 4⁄4 | ||||||||
| 22589 |
Enables AI systems to analyze documents and extract form data through Azure For…
|
D 53 4⁄4 | ||||||||
| 22590 |
MCP Civil Tools
Claim
A Python-based MCP server that provides coordinate conversion between latitude/…
|
D 52 4⁄4 | ||||||||
| 22591 |
|
D 52 4⁄3 | ||||||||
| 22592 |
Bedrock MCP Agent
Claim
A web application that enables users to interact with AWS Bedrock language mode…
|
D 52 4⁄4 | ||||||||
| 22593 |
KVM MCP Server
Claim
A JSON-RPC server that simplifies managing KVM virtual machines by providing a …
|
D 52 4⁄4 | ||||||||
| 22594 |
A minimal FastMCP server implementation that provides basic mathematical and gr…
|
D 52 4⁄3 | ||||||||
| 22595 |
Enables interaction with Dooray's task and calendar management system, allowing…
|
D 52 4⁄4 | ||||||||
| 22596 |
An intelligent server that processes and evaluates resumes by extracting struct…
|
D 52 4⁄4 | ||||||||
| 22597 |
Enables AI assistants to interact with Unreal Editor 5 through the Python remot…
|
D 52 4⁄3 | ||||||||
| 22598 |
Enables AI agents to analyze and search IFS Cloud codebases using hybrid semant…
|
D 52 4⁄4 | ||||||||
| 22599 |
nix-mcp-servers
Claim
A nix flake for configuring Model Context Protocol (MCP) servers across support…
|
D 52 4⁄3 | ||||||||
| 22600 |
ddd
Claim
ddd
|
D 52 4⁄3 | ||||||||
