MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 3 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 62251 |
blizzard-wow-mcp
Claim
Auction house analytics, market intelligence, crafting optimization, inventory …
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| 62252 |
trend-mcp
Claim
Enables multi-agent trend analysis for digital marketing, web design, and graph…
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| 62253 |
data-brussels
Claim
Enables querying Brussels Open Data datasets through natural language or direct…
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| 62254 |
mcp-data-nantes
Claim
Enables AI agents to search and query Nantes Métropole open data datasets (mobi…
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| 62255 |
mor
Claim
Enables AI assistants to search, read, create, update, and remove personal mark…
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| 62256 |
rest-api-mcp
Claim
A lightweight MCP server that enables LLMs to interact with any REST API via HT…
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| 62257 |
memex
Claim
Persistent memory for AI agents — semantic + recency search, ONNX embeddings, D…
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| 62258 |
saifs-ai
Claim
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| 62259 |
bias-detection-mcp
Claim
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
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| 62260 |
mcp-server
Claim
Install the IssueCapture bug reporting widget for Jira. Auto-detects your frame…
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| 62261 |
TwitGhost
Claim
Enables interacting with Twitter/X through natural language, including searchin…
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| 62262 |
StableDeliver AI Bridge
Claim
Enables ChatGPT to supervise Claude Code for automated engineering tasks, with …
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| 62263 |
snapcall-test4
Claim
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| 62264 |
MCP Atlassian Server
Claim
Enables AI assistants to interact with Atlassian Jira and Confluence, supportin…
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| 62265 |
peak-window
Claim
Ranks the best weather windows to climb any peak worldwide, on the sharpest reg…
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| 62266 |
merk.a2a
Claim
a2a b2b protocol
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| 62267 |
brave-search-mcp
Claim
An MCP server that integrates with AI models to provide web search capabilities…
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| 62268 |
snuETL-mcp
Claim
MCP server that provides tools to interact with SNU eTL (Canvas LMS), including…
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| 62269 |
Enables AI tools to create, edit, and inspect KiCAD schematic files, including …
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| 62270 |
supabase-mcp-server
Claim
Supabase MCP Server for managing and creating projects and organisations in Sup…
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| 62271 |
Eval_MCP
Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
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| 62272 |
Nsf Awards
Claim
NSF Awards MCP — National Science Foundation award database (free, no auth)
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| 62273 |
Weather Server
Claim
Provide real-time weather information and forecasts through a standardized inte…
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| 62274 |
bazos-mcp
Claim
MCP server for interacting with Bazos.cz and Bazos.sk
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| 62275 |
mcpify
Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
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| 62276 |
sandbox-sapa-ai
Claim
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| 62277 |
klydo-mcp
Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
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| 62278 |
vlc-mcp-server
Claim
An MCP server to control VLC media player, allowing remote playback and control…
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| 62279 |
PSYCHO-Py800MCP
Claim
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
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| 62280 |
ffvoice
Claim
Offline speech-to-text & speaker diarization MCP server: transcribe audio on-de…
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| 62281 |
canvas_to_calendar_sync2
Claim
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| 62282 |
TopYappers
Claim
# TopYappers
Social media intelligence for AI agents. Access viral content dis…
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| 62283 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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| 62284 |
yfinance-mcp-server2
Claim
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| 62285 |
Writing Tools MCP Server
Claim
MCP server offering text analysis tools for writing improvement, including spel…
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| 62286 |
productive-mcp-rb2
Claim
Enables interaction with Productive.io for task management, time tracking, budg…
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| 62287 |
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
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| 62288 |
Railway MCP Server
Claim
A Model Context Protocol (MCP) server that gives Claude (and other MCP-compatib…
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| 62289 |
A production-grade MCP server that automates financial compliance audits by com…
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| 62290 |
NinjaOne MCP Server
Claim
MCP server providing 75 tools for querying devices, managing alerts, running sc…
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| 62291 |
Warden
Claim
Warden provides a trusted skill brain for open agents, enabling secure executio…
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| 62292 |
Whoop MCP Server
Claim
Enables Claude to access and analyze Whoop health data including recovery, slee…
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| 62293 |
Serve Indodax Public market data: server time, pairs, ticker, all tickers, summ…
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| 62294 |
UltraMemory
Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
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| 62295 |
mcp-data-toulouse
Claim
Toulouse Métropole Open Data MCP server. Enables searching datasets, retrieving…
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| 62296 |
zotero-mcp
Claim
Read-only MCP server for browsing, searching, and exporting a Zotero library fr…
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| 62297 |
django-drf-mcp
Claim
Automatically exposes Django REST Framework endpoints as MCP tools with zero co…
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| 62298 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 62299 |
BWVI
Claim
MCP server for AI agents to make structured design decisions with direction, pa…
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| 62300 |
Social MCP
Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
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