MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22051 |
Enables secure management of VMware vCenter 8.0+ environments through controlle…
|
C 67 4⁄4 | ||||||||
| 22052 |
Enables AI assistants to perform reverse engineering and debugging of Windows e…
|
C 67 3⁄3 | ||||||||
| 22053 |
Enables interaction with Oracle EPM Cloud Financial Consolidation and Close (FC…
|
C 67 4⁄4 | ||||||||
| 22054 |
AI image editing and generation via xmorf API. Edit, generate, and list models.
|
C 67 3⁄3 | ||||||||
| 22055 |
Resy reservation management — search, book, cancel, favorites, and Priority Not…
|
C 67 3⁄3 | ||||||||
| 22056 |
xiaohongshu-mcp
Claim
|
C 67 3⁄3 | ||||||||
| 22057 |
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. E…
|
C 67 4⁄3 | ||||||||
| 22058 |
An MCP server that enables AI assistants to interact with FreeCAD for 3D modeli…
|
C 67 4⁄3 | ||||||||
| 22059 |
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvect…
|
C 67 3⁄3 | ||||||||
| 22060 |
personal-finance-mcp
Claim
Self-hosted, read-only MCP server that connects your banks and investments via …
|
C 67 3⁄3 | ||||||||
| 22061 |
Agentic RAG MCP Server
Claim
A local Retrieval-Augmented Generation system that enables AI agents to query a…
|
C 67 3⁄3 | ||||||||
| 22062 |
AI-native orchestration layer with 80+ tools for task management, code editing,…
|
C 67 4⁄4 | ||||||||
| 22063 |
Interacting with Notion API
|
C 67 4⁄3 | ||||||||
| 22064 |
Provides AI assistants with access to the RecurPost API to manage social media …
|
C 67 3⁄3 | ||||||||
| 22065 |
Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ di…
|
C 67 4⁄4 | ||||||||
| 22066 |
Provides speech recognition (STT) and synthesis (TTS) tools via the Sber Salute…
|
C 67 3⁄3 | ||||||||
| 22067 |
Memory with provenance tracking — records where agent knowledge originated and …
|
C 67 4⁄3 | ||||||||
| 22068 |
Enables LLMs to interact with Outline wiki for document management, search, and…
|
C 67 4⁄4 | ||||||||
| 22069 |
Enables AI assistants to manage Piwik PRO Analytics resources including apps, t…
|
C 67 4⁄4 | ||||||||
| 22070 |
mcp-rb
Claim
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
|
C 67 3⁄3 | ||||||||
| 22071 |
Enables AI assistants to interact with Phabricator tasks, code reviews, reposit…
|
C 67 4⁄3 | ||||||||
| 22072 |
A Model Context Protocol server that integrates LLMs with Frontapp's customer c…
|
C 67 4⁄4 | ||||||||
| 22073 |
zed-mcp-server-github
Claim
A GitHub MCP Server extension for Zed
|
C 67 4⁄3 | ||||||||
| 22074 |
Enables integration with Repsona project management platform, allowing users to…
|
C 67 4⁄4 | ||||||||
| 22075 |
Organizational context & memory for AI agents. Connect 100+ tools into one know…
|
C 67 3⁄3 | ||||||||
| 22076 |
A boilerplate template for developing Model Context Protocol (MCP) servers, pro…
|
C 67 4⁄3 | ||||||||
| 22077 |
An MCP server for NONMEM pharmacometric modeling that provides structured acces…
|
C 67 4⁄4 | ||||||||
| 22078 |
|
C 67 3⁄3 | ||||||||
| 22079 |
projeto-leads-management
Claim
|
C 67 3⁄3 | ||||||||
| 22080 |
laravel-ascend
Claim
Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 mi…
|
C 67 3⁄3 | ||||||||
| 22081 |
A Model Context Protocol server that wraps multiple backend servers for token-e…
|
C 67 4⁄4 | ||||||||
| 22082 |
MCP Server for okx.com
|
C 67 4⁄3 | ||||||||
| 22083 |
MCP server for Zabbix API - exposes all Zabbix API functionality via MCP
|
C 67 3⁄3 | ||||||||
| 22084 |
Enables trading and portfolio management through the Alpaca API, allowing users…
|
C 67 4⁄4 | ||||||||
| 22085 |
|
C 67 3⁄3 | ||||||||
| 22086 |
ArcaMCP
Claim
MCP server for automating AFIP/ARCA electronic invoicing, certificate managemen…
|
C 67 4⁄3 | ||||||||
| 22087 |
claude-fidelity-mcp
Claim
Enables interaction with Fidelity Investments brokerage accounts using Playwrig…
|
C 67 3⁄3 | ||||||||
| 22088 |
RefMD MCP Server
Claim
Enables chatbots to browse, search, create, and edit Markdown documents stored …
|
C 67 4⁄4 | ||||||||
| 22089 |
A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenS…
|
C 67 4⁄4 | ||||||||
| 22090 |
|
C 67 3⁄3 | ||||||||
| 22091 |
MCP server for GitHub Enterprise API integration
|
C 67 4⁄4 | ||||||||
| 22092 |
A comprehensive MCP server for scanning and analyzing MESH by Viscount systems …
|
C 67 4⁄3 | ||||||||
| 22093 |
Model Context Protocol Benchmark Runner
|
C 67 4⁄3 | ||||||||
| 22094 |
mockd
Claim
Multi-protocol API mock server with 18 MCP tools. Mock HTTP, GraphQL, gRPC, Web…
|
C 67 4⁄3 | ||||||||
| 22095 |
NSE & BSE Indian stock market data MCP — quotes, screener, financials, FII/DII …
|
C 67 3⁄3 | ||||||||
| 22096 |
chat
Claim
Chat Client for Your Service's MCP Server
|
C 67 3⁄3 | ||||||||
| 22097 |
A server that connects Unity with local large language models through Ollama, e…
|
C 66 4⁄3 | ||||||||
| 22098 |
Enables AI agents to interact with Kubernetes clusters through progressive disc…
|
C 66 4⁄3 | ||||||||
| 22099 |
vllora
Claim
Debug your AI agents
|
C 66 4⁄3 | ||||||||
| 22100 |
A simple, tiny, and asynchronous server and client implementation for the Moder…
|
C 66 4⁄3 | ||||||||