MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33301 |
syndicate-links
Claim
Commission infrastructure for AI commerce — program discovery, attribution, and…
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| 33302 |
mcp-me
Claim
Digital identity layer for AI — your bio, career, skills, interests, and projec…
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| 33303 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
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| 33304 |
pdfmux
Claim
PDF-to-Markdown router. Per-page backend selection + confidence scoring for RAG…
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| 33305 |
Terros MCP Server
Claim
Enables interaction with the Terros platform's User API to manage and retrieve …
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| 33306 |
AI agents use CalmBoard MCP to access board data, tasks, insights, and project …
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| 33307 |
Query BSEE offshore safety data for Gulf of Mexico oil and gas operations. Sear…
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| 33308 |
Remote MCP server for hotel rate monitoring, parity checks, and pricing intelli…
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| 33309 |
Live price quotes and private airport transfers from MBJ, KIN, and OCJ airports…
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| 33310 |
Synapse Layer
Claim
### Synapse Layer — The Memory Standard for AI Agents
Synapse Layer is a secur…
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| 33311 |
drafturl
Claim
Share HTML/Markdown documents via URL instantly. Create, edit, delete docs from…
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| 33312 |
vibefix-mcp
Claim
Your AI built it. It broke. Post the bug, a real developer fixes it.
VibeFix i…
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| 33313 |
Provides Claude with SQL access to Hevy workout history and personal training c…
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| 33314 |
Purple Flea Domains
Claim
Buy and manage domain names with USDC via API. Search availability, register .c…
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| 33315 |
Production-ready MCP server for Greenhouse with 175 tools for recruiting teams
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| 33316 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
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| 33317 |
social-search-mcp
Claim
Deep social media search for LLMs: Facebook, Reddit, LinkedIn, Instagram & more.
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| 33318 |
hide1
Claim
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| 33319 |
An MCP server that enables interaction with Linear.app's API for issue tracking…
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| 33320 |
hometeam-directory
Claim
Search Black-owned businesses in South Florida by category, neighborhood, or ne…
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| 33321 |
zenquotes
Claim
ZenQuotes MCP — wraps ZenQuotes API (free, no auth)
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| 33322 |
LoopIn MCP Server
Claim
Enables AI agents to pause execution at critical decision points and request hu…
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| 33323 |
ProofSlip
Claim
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
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| 33324 |
Daily data: jobs, VC funding, domain drops, patents, gov contracts, crypto. Bit…
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| 33325 |
web-recon-agent
Claim
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 33326 |
Secureship MCP gives AI assistants access to a multi-carrier shipping API cover…
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| 33327 |
AgentShield MCP Server
Claim
Exposes AgentShield security scanning tools to protect AI clients by detecting …
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| 33328 |
GitLab MCP Server
Claim
Enables AI agents to interact with GitLab repositories, monitor documentation c…
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| 33329 |
domestic-motion
Claim
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| 33330 |
target
Claim
MCP server for Target - search products, manage cart, track orders
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| 33331 |
dev-loop-mcp
Claim
An MCP server that automates the full software development lifecycle through an…
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| 33332 |
SNAP participation, food insecurity indicators, and agricultural statistics
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