MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 4 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22951 |
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
|
C 62 4⁄3 | ||||||||
| 22952 |
Codebase MCP
Claim
An open-source AI-powered development assistant that connects Claude Desktop to…
|
C 62 4⁄3 | ||||||||
| 22953 |
Official MCP server for Qase — manage test cases, runs, suites, defects via AI …
|
C 62 4⁄3 | ||||||||
| 22954 |
ERPNext MCP Server
Claim
Enables interaction with ERPNext instances via its REST API to manage documents…
|
C 62 4⁄4 | ||||||||
| 22955 |
Provides Claude Code with access to personal secrets and notes stored in a loca…
|
C 62 3⁄3 | ||||||||
| 22956 |
xmcp Application
Claim
A template/starter project for building MCP servers with structured directories…
|
C 62 4⁄3 | ||||||||
| 22957 |
Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, a…
|
C 62 4⁄4 | ||||||||
| 22958 |
An MCP server that connects AI assistants to the ZONT heating system via the of…
|
C 62 3⁄3 | ||||||||
| 22959 |
Enables users to write and execute SPARQL queries against open-access SPARQL en…
|
C 62 4⁄4 | ||||||||
| 22960 |
Enables AI agents to manage Argo Workflows through REST API, supporting workflo…
|
C 62 4⁄4 | ||||||||
| 22961 |
A Model Context Protocol server for embedded debugging with probe-rs - supports…
|
C 62 4⁄3 | ||||||||
| 22962 |
Union ♾️ - The Unity MCP Server
|
C 62 4⁄3 | ||||||||
| 22963 |
glider
Claim
Roslyn-powered C# code analysis server for LLMs. Supports stdio and HTTP transp…
|
C 62 4⁄3 | ||||||||
| 22964 |
Enables natural language conversations with Spain's electrical grid data throug…
|
C 62 4⁄4 | ||||||||
| 22965 |
Enables natural language meeting scheduling by searching IMAP emails for meetin…
|
C 62 4⁄4 | ||||||||
| 22966 |
mcp-proxy
Claim
An MCP proxy server that aggregates and serves multiple MCP resource servers th…
|
C 62 4⁄3 | ||||||||
| 22967 |
Enables AI agents to create and edit 3D models in Blockbench via the Model Cont…
|
C 62 4⁄3 | ||||||||
| 22968 |
Multi-agent Claude Code you can actually control. Spawn specialist teams in tmu…
|
C 62 4⁄3 | ||||||||
| 22969 |
This MCP server provides tools for interacting with Shake Shack restaurant data…
|
C 62 4⁄4 | ||||||||
| 22970 |
A stateful debugging and binary research system for LLM agents, integrating GDB…
|
C 62 4⁄3 | ||||||||
| 22971 |
A lightweight framework for building and orchestrating AI agents through the Mo…
|
C 62 4⁄4 | ||||||||
| 22972 |
Enables AI agents and users to query, analyze, and manage Teradata databases th…
|
C 62 4⁄4 | ||||||||
| 22973 |
A Model Context Protocol server that provides tools for managing providers, cli…
|
C 62 4⁄4 | ||||||||
| 22974 |
Pipedream MCP provides access to 10,000+ tools from 3,000+ APIs, all with secur…
|
C 62 4⁄3 | ||||||||
| 22975 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 22976 |
Three-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.
|
C 62 3⁄3 | ||||||||
| 22977 |
A Python package that enables integration with Autodesk Revit through the Model…
|
C 62 4⁄3 | ||||||||
| 22978 |
MCP server to interact with the data feeds provided by the Nasdaq Data Link. De…
|
C 62 4⁄4 | ||||||||
| 22979 |
Enables Claude and other AI assistants to generate high-quality images up to 4K…
|
C 62 4⁄4 | ||||||||
| 22980 |
MCP server for agents to explore rust docs, analyze source code, and build with…
|
C 62 4⁄3 | ||||||||
| 22981 |
auth0-nextjs-samples
Claim
|
C 62 3⁄3 | ||||||||
| 22982 |
MCP server for Salesforce — 47 tools for leads, campaigns, pipeline, attributio…
|
C 62 3⁄3 | ||||||||
| 22983 |
MCP server for Qingkuai (.qk) — docs search, syntax check, compilation, and for…
|
C 62 3⁄3 | ||||||||
| 22984 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 22985 |
ThinkDrop Vision Service
Claim
Provides screen capture, OCR text extraction, and visual language model scene u…
|
C 62 4⁄3 | ||||||||
| 22986 |
Enables AI agents to create, read, and manipulate Excel files without requiring…
|
C 62 4⁄4 | ||||||||
| 22987 |
A minimal CRUD API for items that exposes FastAPI endpoints as MCP tools, enabl…
|
C 62 4⁄4 | ||||||||
| 22988 |
Libragen
Claim
Creates and searches private, local RAG libraries from documentation to ground …
|
C 62 4⁄3 | ||||||||
| 22989 |
Enables querying and exploring Cribl Stream and Edge deployments, providing acc…
|
C 62 4⁄4 | ||||||||
| 22990 |
A Model Context Protocol server that wraps the OneSignal REST API, enabling man…
|
C 62 4⁄4 | ||||||||
| 22991 |
A comprehensive server that enables AI agents to interact with multiple EVM-com…
|
C 62 4⁄4 | ||||||||
| 22992 |
MkDocs MCP Plugin
Claim
Enables AI agents to interact with MkDocs documentation through intelligent sea…
|
C 62 4⁄3 | ||||||||
| 22993 |
5ire
Claim
5ire is a cross-platform desktop AI assistant, MCP client. It compatible with m…
|
C 62 4⁄3 | ||||||||
| 22994 |
Toolkit for Coding Agents to work reliably with repo of any size.
|
C 62 4⁄4 | ||||||||
| 22995 |
CodeMap
Claim
Roslyn-powered MCP server for C#/VB.NET. Query symbols, call graphs, and facts.…
|
C 62 3⁄3 | ||||||||
| 22996 |
Enables comprehensive MySQL database management including CRUD operations, sche…
|
C 62 4⁄4 | ||||||||
| 22997 |
monolith
Claim
MCP plugin for Unreal Engine 5.7 — gives AI assistants full read/write access t…
|
C 62 4⁄3 | ||||||||
| 22998 |
MCP server for DACH accounting automation. Connect AI assistants to sevDesk and…
|
C 62 3⁄3 | ||||||||
| 22999 |
Enables AI assistants to manage tasks through YAML-based storage with subtask s…
|
C 62 4⁄4 | ||||||||
| 23000 |
MCP server that enables security professionals to interact with Panther's SIEM …
|
C 62 4⁄4 | ||||||||