MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30101 |
supabase-homeskillet
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| 30102 |
o1table
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| 30103 |
routekit
Claim
Route optimization API for Brazil. Routes, distance matrices, and VRP solver.
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| 30104 |
peec-ai-mcp
Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
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| 30105 |
quick-reminder-mcp
Claim
Enables users to add tasks to Apple Reminders through natural language commands…
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| 30106 |
Monte Carlo
Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
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| 30107 |
formanator
Claim
Submit and manage Forma (https://joinforma.com) claims from the command line an…
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| 30108 |
Orchestrates multiple AI coding agents declaratively to automate software devel…
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| 30109 |
toolmesh
Claim
MCP gateway to REST APIs with authorization, credential injection, audit, and o…
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| 30110 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries to view mer…
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| 30111 |
LPS MCP
Claim
A minimal server that provides Claude AI with secure file system access and seq…
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| 30112 |
smithery-doc
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| 30113 |
xcodebuildmcpfork
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| 30114 |
storm-mcp
Claim
MCP server that exposes the Storm cross-venue prediction-market intelligence AP…
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| 30115 |
UnClick
Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, and me…
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| 30116 |
Miami Friend
Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
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| 30117 |
IIITH Mess MCP
Claim
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
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| 30118 |
Lore Agent
Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
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| 30119 |
clockify-mcp
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| 30120 |
google-meta-ads-ga4-mcp
Claim
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor,…
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| 30121 |
Confluence MCP Server
Claim
A server application that integrates with Atlassian Confluence API, providing c…
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| 30122 |
ai-trading-bot-01
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| 30123 |
n9n
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| 30124 |
Official MCP server for Horoscope, Tarot, Numerology & PDF Reports by Divine AP…
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| 30125 |
Squire
Claim
CLI-first remote runtimes for validation and offload tasks, exposed over MCP st…
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| 30126 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
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| 30127 |
northdata-mcp
Claim
NorthData API for German company, owner, and financial data — with a built-in c…
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| 30128 |
altk-evolve
Claim
Self improving agents through iterations
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| 30129 |
sh3ll
Claim
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| 30130 |
Vaultfire MCP Server
Claim
Provides on-chain trust verification for AI agents through the Vaultfire Protoc…
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| 30131 |
mcp-memento
Claim
Provides AI coding assistants with persistent memory storage using a local SQLi…
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| 30132 |
mcp-weather
Claim
A TypeScript-based MCP server that facilitates note management and weather quer…
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| 30133 |
flutter_server_box
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| 30134 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 30135 |
DateTime MCP Server
Claim
Provides timezone-aware date and time information with configurable time format…
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| 30136 |
jupiter-mcp
Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
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| 30137 |
Mercury Number
Claim
mercury-number MCP — wraps StupidAPIs (requires X-API-Key)
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| 30138 |
A Model Context Protocol server that searches educational articles from todamat…
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| 30139 |
CockroachDB MCP Server
Claim
Connects to CockroachDB instances and exposes database structures as resources,…
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| 30140 |
gmail_mcp
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| 30141 |
ohmysmithery
Claim
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
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| 30142 |
Gmail MCP Server
Claim
Enables AI assistants to interact with Gmail through natural language, supporti…
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| 30143 |
M3 Memory
Claim
Local-first agentic memory for MCP agents — 25 tools, hybrid search, GDPR, no c…
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| 30144 |
scrapegraph-mcp-testing
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| 30145 |
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
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| 30146 |
VyOS MCP Server
Claim
A Model Context Provider server offering comprehensive access to VyOS network o…
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| 30147 |
suna
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| 30148 |
PEP MCP Server
Claim
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
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| 30149 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
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| 30150 |
Openaq
Claim
OpenAQ MCP — wraps OpenAQ v2 API (free, no auth required)
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