MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58301 |
mcp-aemps
Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
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| 58302 |
Slack MCP Server
Claim
Self-hosted MCP server for Slack using User OAuth Token, enabling message manag…
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| 58303 |
MCP AI Router
Claim
Intelligent routing service that selects optimal AI models based on capability …
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| 58304 |
apache-atlas-mcp
Claim
Connects LLM agents to Apache Atlas for searching, tracing lineage, and managin…
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| 58305 |
adl-context-collector
Claim
MCP server providing persistent memory for LLMs via semantic search over captur…
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| 58306 |
distill-mcp
Claim
MCP bridge for [Distill](https://store.juergenkoller.software/en/apps/distill) …
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| 58307 |
notion-mcp-server-sse1
Claim
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| 58308 |
AutotaskMCP
Claim
Enables interaction with Autotask REST API for ticket management and querying t…
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| 58309 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 58310 |
mcp-ui-expo-tamagui
Claim
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
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| 58311 |
MCP server for ZebPay crypto exchange — fetch prices, balances, and manage orde…
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| 58312 |
email-mcp
Claim
MCP server for managing email via IMAP/SMTP, supporting multiple accounts and t…
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| 58313 |
Huawei MCP Server
Claim
Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc…
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| 58314 |
SuperClaude MCP Server
Claim
Brings all SuperClaude features to Gemini CLI, enabling advanced coding assista…
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| 58315 |
PDF Reader MCP Server
Claim
An MCP server providing comprehensive PDF processing capabilities with 18 tools…
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| 58316 |
SimuBridge
Claim
Enables AI assistants to control MATLAB Simulink models through natural languag…
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| 58317 |
AutoMCP
Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
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| 58318 |
Nubra MCP Server
Claim
Enables interaction with the Nubra trading platform for authentication, instrum…
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| 58319 |
silicon-sampling
Claim
MCP server that implements a cognitive survey response framework by storing per…
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| 58320 |
MCP-LEI
Claim
Servidor MCP para busca e normalização de citações de leis brasileiras em arqui…
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| 58321 |
Database MCP Server
Claim
Enables AI assistants to safely query and explore SQL Server and PostgreSQL dat…
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| 58322 |
@node2flow/notion-mcp
Claim
MCP server for the Notion API, enabling management of pages, blocks, databases,…
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| 58323 |
Harvest MCP Server
Claim
Enables interaction with the Harvest time tracking API for managing time entrie…
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| 58324 |
mixcloud-mcp
Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
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| 58325 |
S3 Tools MCP Server
Claim
Enables direct interaction with AWS S3 buckets through the Model Context Protoc…
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| 58326 |
gsap-mcp
Claim
A static code generation server for GSAP animations. It provides 18 tools to ge…
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| 58327 |
Context Engine
Claim
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
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| 58328 |
pokeclaw
Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
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| 58329 |
Roblox Executor MCP
Claim
Enables AI agents to interact with a running Roblox game client to execute Lua …
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| 58330 |
project-management-ai-mcp MCP server by MEOK AI Labs
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| 58331 |
AI-powered Solana trading bot with MCP integration for trading and monitoring.
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| 58332 |
mcp-notebooklm
Claim
Exposes Google NotebookLM notebooks as tools for AI assistants, enabling listin…
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| 58333 |
Grafana MCP
Claim
MCP server for Grafana that provides tools to interact with dashboards, data so…
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| 58334 |
Weather MCP Server
Claim
Enables weather data retrieval and analysis through an MCP server interface wit…
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| 58335 |
bookmark-mcp
Claim
A bookmark management MCP server that enables saving, searching, and managing b…
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| 58336 |
Sage MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Sage Grande Test…
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| 58337 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 58338 |
tech-memory-mcp
Claim
A MCP server that gives Claude Code and other AI assistants long-term memory by…
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| 58339 |
MCP ArchiMate Server
Claim
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
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| 58340 |
Meridian Consensus
Claim
Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…
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| 58341 |
lawink-mcp
Claim
Enables querying Korean legal knowledge graph with 160K precedents and 130K sta…
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| 58342 |
Planet MCP
Claim
Enables AI agents to interact with the Planet API for satellite imagery orderin…
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| 58343 |
MCP Frigate Optimizer
Claim
Enables AI agents to audit, manage, and optimize Frigate NVR configurations, in…
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| 58344 |
devpilot
Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
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| 58345 |
HCDP MCP Server
Claim
A Model Context Protocol server providing seamless access to the Hawaii Climate…
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| 58346 |
Read-only MCP server for short-term stock and ETF market research, providing to…
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| 58347 |
poke-conduit
Claim
A production-shaped, durable multi-agent backend for the Poke MCP client, provi…
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| 58348 |
codebase-mcp
Claim
Enables AI agents to semantically search and navigate code repositories using n…
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| 58349 |
Feishu/Lark OpenAPI MCP
Claim
Official MCP server for Feishu/Lark OpenAPI, enabling AI assistants to interact…
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| 58350 |
Outlook MCP Server
Claim
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
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