MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66051 |
Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…
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| 66052 |
Pawgo MCP Server
Claim
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
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| 66053 |
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
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| 66054 |
lighter-mcp
Claim
A portable MCP server that exposes Lighter trading to any MCP-capable agent wit…
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| 66055 |
Workspace MCP Server
Claim
Enables AI agents to query MongoDB databases and project management REST APIs t…
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| 66056 |
gridfinity-mcp
Claim
Turns natural-language requests into printable Gridfinity STL/STEP files for bi…
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| 66057 |
rhino-mcp
Claim
Enables Claude to drive Rhino 8 and Grasshopper for geometry creation, manipula…
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| 66058 |
agent-webhook
Claim
A webhook management and delivery service with MCP tools for endpoints, deliver…
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| 66059 |
Honeypot MCP Server
Claim
Enables querying a honeypot threat-intelligence database via natural language t…
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| 66060 |
Enables querying MongoDB collections from the Drivio application using Mongoose…
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| 66061 |
wechat-mcp
Claim
An MCP server for sending and receiving WeChat messages, built on Tencent's iLi…
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| 66062 |
abstract-backend-mcp
Claim
Reusable MCP server for Python backend development with FastAPI, MongoDB, and S…
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| 66063 |
Rundeck MCP Server
Claim
Enables AI-driven interaction with Rundeck via CLI for managing jobs, execution…
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| 66064 |
mcp-server-fxmacrodata
Claim
Provides access to macroeconomic indicators, FX rates, COT data, commodities, a…
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| 66065 |
OzBridge
Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
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| 66066 |
cor-mcp
Claim
Enables AI assistants to manage COR project management platform resources like …
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| 66067 |
EduPilot
Claim
A multi-agent AI tutor that delivers personalized lessons, resolves doubts with…
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| 66068 |
USAspending MCP Server
Claim
Read-only MCP server for exploring US federal spending data via the USAspending…
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| 66069 |
Plith Rigor
Claim
Structured multi-step workflows that produce production-quality deliverables. P…
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| 66070 |
gdelt-events-mcp
Claim
Enables macro/geopolitical event detection by wrapping the GDELT 2.0 API, provi…
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| 66071 |
Quantum ADS MCP
Claim
A sovereign Google marketing-agency control plane over the Model Context Protoc…
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| 66072 |
vn-luat-mcp
Claim
MCP server to query Vietnamese law (legal code and case law) with full-text sea…
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| 66073 |
fathom-mcp-server
Claim
Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, i…
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| 66074 |
KommoMCP
Claim
AI-powered CRM assistant for Kommo/amoCRM that provides natural language manage…
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| 66075 |
Pure Data MCP Server
Claim
Enables natural language control of Pure Data patches through Claude AI, allowi…
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| 66076 |
GCP Diagram MCP Server
Claim
Enables generating GCP architecture, sequence, flow, and class diagrams using n…
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| 66077 |
Gemini MCP Server
Claim
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
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| 66078 |
AutoVault
Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
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| 66079 |
mcp-server-fetch-rag
Claim
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
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| 66080 |
ObsidianReaderMCP
Claim
Enables AI assistants to manage Obsidian vaults via the local REST API, support…
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| 66081 |
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
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| 66082 |
confluence-mcp
Claim
Enables AI assistants to search, retrieve, and manage Confluence pages, and gen…
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| 66083 |
bika-mcp
Claim
MCP server for integrating with Bika.ai platform, enabling AI assistants to per…
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| 66084 |
Aguara MCP
Claim
Security scanner for AI agent skills and MCP servers
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| 66085 |
ringba-api-mcp
Claim
Enables AI assistants to query Ringba call analytics, including running EHG ins…
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| 66086 |
TestMcpServer
Claim
Provides a wide range of tools including math, image processing, filesystem, gi…
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| 66087 |
Agentverse Memory
Claim
Graph-native persistent memory for AI agents — 33 MCP tools, zero-LLM writes.
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| 66088 |
SupraPrompt MCP Server
Claim
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
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| 66089 |
iceberg-mcp-server-hive
Claim
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
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| 66090 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 66091 |
openclaw-task-mcp
Claim
MCP server for OpenClaw task lifecycle management, enabling starting, listing, …
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| 66092 |
mcp-brain
Claim
A cognitive memory system for persistent knowledge graph storage across multipl…
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| 66093 |
crossref-local
Claim
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
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| 66094 |
pumble-mcp
Claim
A standalone MCP server providing AI agents with full access to the Pumble mess…
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| 66095 |
trade-agent-mcp
Claim
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
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| 66096 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 66097 |
MCP Calculator
Claim
A modular calculator server built with the MCP SDK that provides basic arithmet…
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| 66098 |
yapi-mcp
Claim
A Model Context Protocol server for YApi that enables developers to search, vie…
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| 66099 |
Enables automatic generation of explicit boilerplate methods (getter/setter/equ…
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| 66100 |
arbitova
Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for
autonomo…
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