MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow GENESIS ProofRelay MCP Verifier| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50301 |
api-payload-auditor
Claim
Cloudflare Workers MCP server: api-payload-auditor
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| 50302 |
tuvio-vacuum
Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
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| 50303 |
SecureAudit-MCP
Claim
Model Context Protocol (MCP) server for static C/C++ memory-safety scanning and…
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| 50304 |
OLX MCP Server
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Enables searching and retrieving details from OLX classifieds across multiple d…
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| 50305 |
HiPay MCP Server
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MCP server for integrating HiPay's Enterprise payment API, providing tools for …
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| 50306 |
A fully autonomous patent data marketplace for AI agents, providing highly stru…
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| 50307 |
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
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| 50308 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 50309 |
social-media-ai-mcp
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social-media-ai-mcp MCP server by MEOK AI Labs
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| 50310 |
Icypeas
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Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
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| 50311 |
bugbug-mcp-server
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MCP for BugBug API, to manage test and suites on BugBug
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| 50312 |
yelp-mcp-min
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Minimal MCP server for the Yelp Fusion API v3, enabling business search, phone …
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| 50313 |
gallica-mcp
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Enables searching and accessing OCR text from millions of digitized documents i…
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| 50314 |
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
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| 50315 |
TekAutomate MCP Server
Claim
An AI orchestration layer that enables automated control and validation of test…
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| 50316 |
pyramid-mcp
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Exposes Pyramid web application endpoints as Model Context Protocol (MCP) tools…
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| 50317 |
DataClaw MCP Server
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AI-first CSV analysis tool that enables AI agents to analyze, query, and audit …
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| 50318 |
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
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| 50319 |
Hermes Blockchain Oracle
Claim
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
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| 50320 |
Kagi-Session2API-MCP
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Free Kagi Search MCP server — access search and summarizer via session tokens, …
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| 50321 |
smithery-ai-mcp
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| 50322 |
LTC Catalog
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Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 50323 |
vikunja-mcp
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Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
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| 50324 |
Zephyr Scale MCP Server
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An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
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| 50325 |
An enhanced browser automation MCP server that solves token limit issues throug…
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| 50326 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
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| 50327 |
MCP-Context-Provider
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Static server that provides persistent tool-specific context and rules for AI m…
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| 50328 |
Context Bridge
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A unified context layer that connects your local data — repositories, documents…
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| 50329 |
peptoma-mcp
Claim
An MCP server that connects AI agents to the PEPTOMA open DeSci peptide researc…
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| 50330 |
dify
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