MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29751 |
Playwright MCP Server
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Enables browser automation and web interaction through structured accessibility…
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| 29752 |
Enables searching and discovering machine learning papers, state-of-the-art ben…
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| 29753 |
Open Agreements
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Fill standard legal agreement templates (NDAs, SAFEs, NVCA docs, employment) as…
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| 29754 |
goodtoknow
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| 29755 |
mcp-server-251215
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| 29756 |
A Model Context Protocol server that provides AI assistants with access to Inst…
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| 29757 |
MCP server for Depyler: Python-to-Rust transpiler with analysis and verificatio…
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| 29758 |
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
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| 29759 |
MCP server for Site Spy — lets AI agents monitor websites for changes
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| 29760 |
networkx-mcp-server
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The first NetworkX integration for Model Context Protocol, enabling graph analy…
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| 29761 |
네이버 길찾기 MCP 서버
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Enables users to access Naver Maps API functionality including directions, plac…
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| 29762 |
spotify-mcp-server
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| 29763 |
MCP server for Tangled git platform. Manage repositories, branches, and issues …
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| 29764 |
companies-house
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MCP server and CLI for the UK Companies House API. Search, filings, officers, d…
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| 29765 |
sf-mcp-server
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| 29766 |
emailens-mcp
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# @emailens/mcp
MCP server for email compatibility analysis. Analyze, preview,…
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| 29767 |
calculator-mcp-test
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| 29768 |
A Model Context Protocol server that provides access to messages from an extern…
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| 29769 |
discord-mcp
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| 29770 |
xbtest
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| 29771 |
MCPJungle
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Self-hosted MCP Server registry for enterprise AI Agents
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| 29772 |
An MCP server that repurposes text or URL content into platform-optimized posts…
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| 29773 |
chestnyznak-mcp
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MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
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| 29774 |
A ChatGPT custom connector that enables users to access, create, and manage Goo…
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| 29775 |
anneal-memory
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Two-layer memory for AI agents with an immune system. Zero dependencies.
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| 29776 |
bigquery-mcp-server
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| 29777 |
Campus Copilot MCP
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Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…
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| 29778 |
A Model Context Protocol server that exposes Haloscan SEO API functionality, al…
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| 29779 |
NinjaProxy MCP Server
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Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
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| 29780 |
340B Drugs Server
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Provide comprehensive 340B drug information and RxNorm API access to enhance dr…
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| 29781 |
MCP Logging Assistant
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Provides comprehensive logging and monitoring capabilities for MCP services wit…
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| 29782 |
Enables searching for AI agents by keywords or categories, allowing users to di…
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| 29783 |
@git-fabric/chat
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An AI conversation management layer that enables creating chat sessions, persis…
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| 29784 |
Read-only MCP server for CortexPilot workflows, queue state, proof, replay, and…
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| 29785 |
holidays
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Holidays MCP — wraps Nager.Date API (free, no auth)
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| 29786 |
code-index-mcp
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| 29787 |
Cortex Resource Manager
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Manages resource allocation, MCP server lifecycle, and Kubernetes workers in co…
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| 29788 |
Overseerr MCP
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MCP server for Overseerr media requests and discovery.
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| 29789 |
pica
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Enable seamless interaction with over 100 third-party platforms through a unifi…
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| 29790 |
Linear MCP Server
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Enables comprehensive issue tracking and project management through Linear's Gr…
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| 29791 |
MCP SCP Server
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Enables secure file transfer operations with remote Linux and Windows systems v…
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| 29792 |
MCP Inspector Assistant
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Provides programmatic access to MCP server testing, debugging, and validation c…
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| 29793 |
Enables access to Amazon Managed Prometheus workspaces through natural language…
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| 29794 |
mapwise-mcp
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Send friendly, personalized greetings on demand. Generate quick salutations wit…
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| 29795 |
Scholar MCP Server
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Academic literature search, citation graphs, and PDF conversion via Semantic Sc…
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| 29796 |
Enables high-quality AI image generation using the fal-ai/hidream-i1-full model…
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| 29797 |
NetOps
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A comprehensive network management platform for tracking devices, sites, and to…
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| 29798 |
server_name
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| 29799 |
Enables browser automation and web scraping through Playwright, supporting navi…
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| 29800 |
berlin-search-service
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Search Berlin administrative services by name or topic. Get detailed requiremen…
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