MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56051 |
A basic MCP server that provides arithmetic operations (add) and random number …
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| 56052 |
gtfs-pro-mcp
Claim
MCP server that provides tools for querying live transit data (stops, departure…
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| 56053 |
riv-mcp
Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
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| 56054 |
opendesignguard-mcp
Claim
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
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| 56055 |
falloffice-mcp
Claim
MCP server for the foldkit SDK, exposing 7-prime spine, κ-bands, and fold opera…
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| 56056 |
RBPaaS MCP Server
Claim
Enables Claude Desktop to access and query RBPaaS Operation Hub data, including…
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| 56057 |
web-search
Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
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| 56058 |
Enables portfolio management, trading, and automated bot operations for Robinho…
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| 56059 |
TickTick MCP Server
Claim
Enables AI assistants to manage tasks and projects in TickTick through the Tick…
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| 56060 |
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
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| 56061 |
Expert Among Us
Claim
Indexes commit history to create a queryable expert, providing insights into co…
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| 56062 |
mcp-proofjson
Claim
A local MCP server that integrates ProofJSON to assess invoices before payment,…
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| 56063 |
vsfclub1
Claim
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| 56064 |
uni-mcp-gateway
Claim
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
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| 56065 |
firmware-attestation-mcp
Claim
Firmware Attestation MCP — hardware trust layer for sovereign AI. Scan firmware…
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| 56066 |
seafile-vault-mcp
Claim
A self-hosted MCP server that provides read/write access to a Seafile library, …
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| 56067 |
Karate MCP Server
Claim
Provides AI agents with comprehensive knowledge of the Karate DSL framework for…
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| 56068 |
kagi-server
Claim
MCP server integrating the Kagi Search API to perform web searches using the ka…
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| 56069 |
Moka MCP Server
Claim
Enables AI assistants to query Moka recruitment system data including candidate…
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| 56070 |
Workadu MCP Server
Claim
Enables AI assistants to interact with Workadu data through natural language, m…
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| 56071 |
kuriflow-mcp
Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
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| 56072 |
Geektastic MCP Server
Claim
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
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| 56073 |
Starterbox
Claim
A meta-MCP server that helps users install and configure other MCP servers dire…
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| 56074 |
AI search visibility, brand rankings, AI citations, SEO keywords, and trends fr…
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| 56075 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 56076 |
youtube-watch-mcp
Claim
An MCP server that tracks your favorite YouTube creators and tells you when the…
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| 56077 |
thaita
Claim
Analyze covered calls to pinpoint optimal strikes and expiration dates. Visuali…
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| 56078 |
TaskMCP
Claim
A personal task management MCP server that allows LLM clients to create, read, …
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| 56079 |
SMU Schedule MCP Server
Claim
Enables management and querying of Sangmyung University schedules, meal plans, …
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| 56080 |
ElkassabgiData
Claim
A growing family of free academic data libraries: finance, economics, and beyon…
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| 56081 |
Korean Law MCP
Claim
Provides 17 tools for accessing Korean statutes, precedents, and administrative…
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| 56082 |
resale
Claim
AI-native timeshare marketplace with FL DBPR + CFPB government-source data. Sou…
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| 56083 |
hermes-local-agent-lanes
Claim
Provides safe local-model MCP support tools (summarization, classification, cri…
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| 56084 |
AI infrastructure coordination intel: events, connections, profiles, topology, …
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| 56085 |
Real, calibrated Dota 2, Deadlock & Marvel Rivals win predictions, tier lists &…
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| 56086 |
OpenFateAI Assistant MCP
Claim
A local, open-source MCP server that provides deterministic organizational tool…
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| 56087 |
Person enrichment API for AI agents. Enrich any email address into a full profe…
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| 56088 |
Sms Verify3 MCP Server
Claim
MCP server for accessing Sms Verify3 API to send numeric verification codes and…
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| 56089 |
Zoom Search
Claim
MCP search and evidence tool for AI agents. Rewrites queries, zooms into source…
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| 56090 |
MISP-mcp
Claim
Enables AI assistants to interact with MISP threat intelligence platforms throu…
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| 56091 |
TabTree
Claim
Turn conversations into mind maps and whiteboards — in your TabTree account, or…
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| 56092 |
Streetlight
Claim
Enables MCP-capable agents to control REAPER through safe, typed operations for…
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| 56093 |
patent-precheck-mcp
Claim
Patentability pre-check for code — USPTO statutory pillar scores (§101 eligibil…
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| 56094 |
Cocos MCP
Claim
Bridge for Cocos Creator 3.8.x enabling code agents to control the editor via 4…
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| 56095 |
vibetutor-mcp
Claim
Personal AI tutor MCP that automatically generates structured coding practice m…
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| 56096 |
Duck Punch MCP
Claim
A collection of MCP servers that dynamically wrap existing Python SDKs (Google …
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| 56097 |
ai-lab
Claim
Enables Claude Code to search and retrieve from a local knowledge base of markd…
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| 56098 |
Agent Venue Radar
Claim
Screen AI-work venues for inventory, funding, payouts, withdrawal, economics, a…
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| 56099 |
markitdown-mcp
Claim
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
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| 56100 |
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
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