MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25601 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 25602 |
smithery-ai-mcp2
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| 25603 |
swamymcpfirst
Claim
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| 25604 |
unbrowse-index
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| 25605 |
contentforge
Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
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| 25606 |
SF Permits MCP Server
Claim
Provides access to San Francisco public permitting, business, and property data…
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| 25607 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
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| 25608 |
youtube
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| 25609 |
jsc-typescript-ast-mcp
Claim
AST for TypeScript, supports creating JSON representations of React components
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| 25610 |
Provide accurate and up-to-date weather information including current condition…
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| 25611 |
lyra-mcp-server
Claim
Search and discover Lyra profiles.
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| 25612 |
Trello MCP Server
Claim
Manage Trello boards, lists, and cards from any MCP-compatible AI assistant
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| 25613 |
tools-server
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| 25614 |
My MCP Server
Claim
A demonstration FastMCP server with FastAPI integration that provides basic ari…
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| 25615 |
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research A…
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| 25616 |
TickerAPI
Claim
Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
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| 25617 |
recite-word
Claim
recite
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| 25618 |
freshrelease_mcp
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| 25619 |
new
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| 25620 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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| 25621 |
mcp-file-oper
Claim
file operation
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| 25622 |
Binance MCP Server
Claim
Backend service that enables users to connect with Binance exchange for viewing…
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| 25623 |
MantisBT MCP server – manage issues, notes, files, tags, and relationships. Wit…
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| 25624 |
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
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| 25625 |
FinaShopping MCP Server
Claim
Enables interaction with Uruguayan financial products including loans, credit c…
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| 25626 |
polymarket-paper-trader
Claim
Paper trading simulator for Polymarket — built for AI agents. MCP server, live …
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| 25627 |
SkyFi MCP Server
Claim
Enables AI agents to search, order, and monitor satellite and geospatial imager…
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| 25628 |
ue-mcp
Claim
Complete Unreal Engine development toolkit exposed as MCP tools.
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| 25629 |
MCP-Scorecard
Claim
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…
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| 25630 |
Multi-wallet management for AI agents — generate, distribute, consolidate on EVM
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| 25631 |
agent-security-scanner
Claim
Security scanner MCP server that protects AI coding agents from generating
vu…
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| 25632 |
pitlane-mcp
Claim
Token-efficient navigation substrate for AI coding agents. Index code once and …
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| 25633 | — | |||||||||
| 25634 |
Ghostrouter
Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
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| 25635 |
swarmvault
Claim
Inspired by Karpathy's LLM Wiki. Local-first LLM knowledge base compiler (Claud…
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| 25636 |
Claude-Skills
Claim
245 Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Curs…
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| 25637 |
mcp-server
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| 25638 |
coldsend-mcp
Claim
AI-native cold email campaign management via Model Context Protocol.
## What Y…
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| 25639 |
cachetank-mcp
Claim
CacheTank MCP server gives every AI tool your personal context so you never sta…
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| 25640 |
Gitea MCP Proxy Agent
Claim
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
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| 25641 |
coinapi-mcp-server
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| 25642 |
An MCP server that provides DevOps and DevSecOps context for the project
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| 25643 |
Local MCP
Claim
Connect Claude, Cursor, and Windsurf to Mail, Calendar, Contacts, Teams & OneDr…
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| 25644 |
pharma-signal-api
Claim
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
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| 25645 |
QRMint MCP
Claim
Generate styled QR codes with colors, logos, frames, and batch support
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| 25646 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
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| 25647 |
LLM Jukebox MCP Server
Claim
Enables LLMs to search, download, and extract information from YouTube music vi…
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| 25648 |
Audits any MCP server for command injection, path traversal, missing auth, hard…
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| 25649 |
JAIL Search
Claim
Search a billion+ documents — papers, books, code, legal cases, forums, Wikiped…
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| 25650 |
context7-smithery-ai
Claim
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