MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54451 |
codescan
Claim
Enables querying a Neo4j-based code graph for Python projects, providing tools …
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| 54452 |
Enables MCP sessions to survive ECS Fargate deployments by using Redis-backed t…
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| 54453 |
memory-mcp-ce
Claim
Persistent semantic memory for AI agents using PostgreSQL and vector embeddings…
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| 54454 |
flashcards-mcp
Claim
A spaced repetition flashcard MCP server using the FSRS-5 algorithm that provid…
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| 54455 |
Provides tools to list and search bonds from GoldenPi via reverse-engineered AP…
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| 54456 |
Copilot SQL MCP POC
Claim
Enables answering business questions over local SQL Server WideWorldImporters d…
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| 54457 |
Latitude MCP Server
Claim
Enables AI-native prompt management for Latitude.so with full CRUD operations, …
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| 54458 |
Wazuh MCP Server
Claim
A production-ready Model Context Protocol (MCP) server for seamless integration…
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| 54459 |
Arthor-Agent
Claim
...
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| 54460 |
Radix UI MCP Server
Claim
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
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| 54461 |
vsfclubnew
Claim
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| 54462 |
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
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| 54463 |
GitHub-Gemini MCP Server
Claim
An advanced Model Context Protocol server that integrates GitHub repositories w…
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| 54464 |
agent-coordination-mcp
Claim
Experimental MCP server for coordinating CLI agents across projects using file-…
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| 54465 |
UK FCA Financial Services Register with cleaning - 19 tools for firm and indivi…
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| 54466 |
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
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| 54467 |
MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.
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| 54468 |
Linka MCP Next
Claim
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
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| 54469 |
Whoop MCP Server
Claim
Connects Whoop health data to Claude via an MCP server, enabling retrieval of r…
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| 54470 |
A read-only MCP server that enables Claude to monitor Indexa Capital investment…
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| 54471 |
mcp-server-251215
Claim
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| 54472 |
Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zer…
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| 54473 |
agentsafe
Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
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| 54474 |
APIVerve MCP Server
Claim
Provides access to 249+ production-ready APIs through the Model Context Protoco…
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| 54475 |
biosamples-mcp
Claim
Validates biological sample metadata against ENA checklists, recommends appropr…
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| 54476 |
Gemini MCP Server
Claim
Integrates Google's Gemini API with MCP-compatible clients for chat, real-time …
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| 54477 |
WP Pinch
Claim
Enables AI assistants to manage and interact with WordPress sites through MCP, …
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| 54478 |
binance-mcp-server
Claim
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
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| 54479 |
ExoSense MCP Server
Claim
Enables interaction with ExoSense IoT devices, sensors, groups, and assets via …
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| 54480 |
Fact-Checker MCP Server
Claim
This MCP server enables AI agents to extract, verify, and cache factual claims …
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| 54481 |
mc-rcon-mcp
Claim
Enables Minecraft server management via RCON: execute commands, list players, g…
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| 54482 |
Query Spanish cybersecurity regulations, guidelines, and advisories from CCN-CE…
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| 54483 |
money
Claim
An MCP server that enables AI assistants to match users with capital providers …
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| 54484 |
Automate App Store Connect from your AI agent. Manage versions, metadata, build…
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| 54485 |
aws-security-mcp
Claim
MCP server for automated AWS security scanning — 19 modules, risk scoring, zero…
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| 54486 |
Provides natural language control over Google Workspace services (Calendar, Dri…
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| 54487 |
InfluxDB-v1-MCP
Claim
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
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| 54488 |
mcp-server-couchbase
Claim
Couchbase Model Context Protocol Server to interact with Couchbase clusters
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| 54489 |
flowvenue-mcp-server
Claim
Conversational business process runtime for AI agents with workflow orchestrati…
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| 54490 |
WeatherAI.io MCP Server
Claim
WeatherAI.io gives Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI …
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| 54491 |
AST-Indexer MCP Server
Claim
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
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| 54492 |
git-training-wheels
Claim
An MCP server that enforces safe git commits by allowing only specified files a…
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| 54493 |
Roblox Studio MCP Server
Claim
A free, open-source MCP server that lets Claude, Cursor, Codex, or Gemini opera…
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| 54494 |
Agile MCP Server
Claim
Turn your LLM into an agile project management assistant for user story creatio…
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| 54495 |
Playwright MCP
Claim
Enables browser automation and web interaction through structured accessibility…
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| 54496 |
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| 54497 |
Bridges Google's Gemini CLI to MCP-compatible AI assistants, enabling prompt ex…
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| 54498 |
Gergy AI MCP
Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
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| 54499 |
GTD MCP Server
Claim
A Model Context Protocol server implementing a Getting Things Done assistant wi…
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| 54500 |
MCP Project Manager
Claim
Enables task management (create, list, update tasks with priority and status) u…
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