MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47051 |
matchday-mcp
Claim
Live football/soccer data from top European leagues, enabling queries for stand…
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| 47052 |
Tilt MCP Server
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Enables LLMs and AI assistants to interact with Tilt development environments, …
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| 47053 |
mcp-server-example
Claim
Minimal template MCP server with OAuth login and example tools for building cus…
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| 47054 |
rag-knowledge-mcp
Claim
Connects RAG knowledge bases to Claude Desktop and Claude Code, allowing retrie…
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| 47055 |
Adobe Extensibility MCP
Claim
This MCP server provides AI coding assistants with curated Adobe developer know…
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| 47056 |
dbecho
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An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
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| 47057 |
leads-mcp
Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
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| 47058 |
geonetwork-mcp
Claim
MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. En…
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| 47059 |
Dify Cloud MCP Server
Claim
Exposes a SQLite database as MCP tools for Dify Cloud, ensuring LLM responses a…
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| 47060 |
My-Obscura-mcp
Claim
My-Obscura-mcp
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| 47061 |
mcp-redis-demo
Claim
Enterprise support ticket system using FastMCP server with Redis for persistent…
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| 47062 |
@mesheshq/mcp-server
Claim
Enables emitting product events, managing workspaces, routing rules, and integr…
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| 47063 |
lumora
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| 47064 |
hawkapi-mcp
Claim
Auto-exports HawkAPI routes as MCP tools, allowing any MCP-compatible client to…
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| 47065 |
Weather MCP
Claim
Provides 12 weather tools for conditions, forecasts, alerts, model imagery, rad…
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| 47066 |
md24de-mcp
Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
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| 47067 |
note-mcp
Claim
Unofficial MCP server for note.com using cookie-based authentication to manage …
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| 47068 |
Google Maps MCP Server
Claim
A general-purpose Google Maps MCP server that provides geocoding, place search,…
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| 47069 |
Agents Council
Claim
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
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| 47070 |
GitLab MCP Server
Claim
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
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| 47071 |
GuardrailAI
Claim
An MCP server that evaluates file write requests for sensitive data and complia…
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| 47072 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 47073 |
ableton-live-mcp-server
Claim
Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, su…
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| 47074 |
seracade
Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
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| 47075 |
KnowFlow MCP
Claim
A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
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| 47076 |
fallvault-mcp
Claim
MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables …
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| 47077 |
tradingview-mcp-codex
Claim
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
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| 47078 |
LexSocket MCP Server
Claim
Enables search and analysis of European public procurement tenders, including E…
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| 47079 |
MCP SQL Server
Claim
MCP server for SQL Server database inspection and querying, with connection poo…
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| 47080 |
DeepSeek MCP Server
Claim
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
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| 47081 |
mcp-curate
Claim
Converts OpenAPI specs into curated MCP servers with drastically fewer, clearer…
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| 47082 |
Shannon Lite MCP
Claim
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
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| 47083 |
TodoSQLite MCP Server
Claim
Enables users to manage a personal todo list with CRUD operations, keyword sear…
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| 47084 |
etsy-mcp-server
Claim
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
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| 47085 |
mcp-pr-reviewer
Claim
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
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| 47086 |
zh-dict-mcp
Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
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| 47087 |
DB2ST MCP
Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
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| 47088 |
browsercontrol
Claim
MCP server for vision-first browser automation that annotates interactive eleme…
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| 47089 | — | |||||||||
| 47090 |
pdfnative-mcp
Claim
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
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| 47091 |
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
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| 47092 |
java-jdtls-mcp-server
Claim
A high-performance MCP server that bridges AI agents with Java codebases, provi…
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| 47093 |
ctxpeek
Claim
MCP server that fetches documentation from public git repositories at specific …
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| 47094 |
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
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| 47095 |
mcp-simple
Claim
A simple MCP server in Python, configurable via environment variables and datab…
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| 47096 |
Text to Speech
Claim
Reads text aloud locally on Windows, macOS, and Linux. No API key, account, or …
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| 47097 |
DorkFiMCP
Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
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| 47098 |
Git MCP Server
Claim
Enables local git operations including commit, branch, push, pull, status, and …
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| 47099 |
Email MCP Server
Claim
Give AI agents their own email inboxes. Create, send, receive, and manage email…
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| 47100 |
MCP Server
Claim
A production-grade Model Context Protocol server that enables secure management…
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