MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

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64698
Discovered
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30690
Scored
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2112
Verified
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16953
Complete
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Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

Newly Added

Verified Tools — AI Visibility Monitoring F mess F social F WorkOS F tw-market-data F

Biggest Gainers

agent-mcp +31 Mozaika +29 signals +23

Biggest Drops

Sunrays — Local Service Booking -56 agentwork-mcp -56 Flatland -25
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38501
hkopenai
Enables users to retrieve Hong Kong government security incident reports from t…
 — ○ ⏳ — — — — — —
38502
justice8096
Provides tools to read, write, search, and manage notes in an Obsidian vault vi…
 — ○ ⏳ — N/A N/A — — —
38503
doko89
MCP Memory Claim
Enables MCP clients to remember user preferences and behaviors across conversat…
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38504
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
 — ○ ⏳ — — — — — —
38505
aravindev
inkscape_mcp Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
 — ○ ⏳ — N/A N/A — — —
38506
WRG-11
Sigma detection rule writing, validation, and conversion (Splunk/Elastic/Kibana…
 — ○ ⏳ — — — — — —
38507
hmertkaramann
Drive Autodesk Revit, AutoCAD & Civil 3D from Claude over MCP — 190+ real actio…
 — ○ ⏳ — N/A N/A — — —
38508
greddy7574
Enables natural language interaction with Taiga project management systems, all…
 — ○ ⏳ — — — — — —
38509
Rethunk-AI
Provides Go language tools for LLMs to analyze, test, and format Go code.
 — ○ ⏳ — N/A N/A — — —
38510
gabrielpulga
Enables AI-assisted electronic music production in Ableton Live, with built-in …
 — ○ ⏳ — N/A N/A — — —
38511
karakushan
Custom MCP server for Binance Futures, providing market data, trading, and quan…
 — ○ ⏳ — — — — — —
38512
EHrekov
Enables conversational product search and validation for e-commerce catalogs, w…
 — ○ ⏳ — — — — — —
38513
trtian
A deterministic video rendering engine that enables AI agents to create program…
 — ○ ⏳ — N/A N/A — — —
38514
QuantMLResearch
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
 — ○ ⏳ — N/A N/A — — —
38515
Teja-sudo
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
 — ○ ⏳ — — — — — —
38516
just5ky
axur-mcp Claim
MCP server for the Axur cybersecurity platform, providing read-only access to t…
 — ○ ⏳ — — — — — —
38517
iamanantgupta
Gives AI assistants the power to find verified emails, phone numbers, and rich …
 — ○ ⏳ — N/A N/A — — —
38518
thodel
Enables querying the Historisches Grundbuch Basel corpus, including full-text s…
 — ○ ⏳ — — — — — —
38519
Gravitied
TokenHub MCP Claim
A production-packaged Model Context Protocol server for coding agents that rout…
 — ○ ⏳ — N/A N/A — — —
38520
giuliocapecchi
sound-mcp Claim
A server that enables agents to play notification sounds and desktop toasts, us…
 — ○ ⏳ — N/A N/A — — —
38521
jamiemoles
crossmem Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
 — ○ ⏳ — N/A N/A — — —
38522
madebyaris
A Model Context Protocol (MCP) server that enables multiple AI agents to share …
 — ○ ⏳ — N/A N/A — — —
38523
doctone
MCP server for the Inngest Cloud REST API to inspect functions, runs, and event…
 — ○ ⏳ — N/A N/A — — —
38524
Jasuni69
A Python MCP server that lets you manage Microsoft Fabric through natural langu…
 — ○ ⏳ — — — — — —
38525
simen
mcp-see Claim
Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI…
 — ○ ⏳ — — — — 81 —
38526
86755crj
n8n Claim
— ○ ⏳ — N/A N/A — 95 —
38527
OscarC88
Enables weather queries through OpenWeatherMap API, providing current condition…
 — ○ ⏳ — — — — — —
38528
ynnekF
mcp-server Claim
A simple, extensible MCP server implementation for local use with tools like Co…
 — ○ ⏳ — N/A N/A — — —
38529
y0mulab
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
 — ○ ⏳ — — — — — —
38530
AiAgentKarl
Enables AI agents to discover, register, and rate services in a decentralized a…
 — ○ ⏳ — — — — — —
38531
wenyuanw
Enables sending messages to Telegram channels via MCP protocol, integrating wit…
 — ○ ⏳ — — — — — —
38532
Clawdio777
verity Claim
Real-time fact-checking MCP. Verifies claims against live sources with structur…
 — ○ ⏳ — N/A N/A — — —
38533
kevin0195
Enables award flight search across 20+ airline programs using PointsYeah, with …
 — ○ ⏳ — N/A N/A — — —
38534
spider-rs
Enables AI agents to crawl, scrape, search, and automate browsers with anti-bot…
 — ○ ⏳ — — — — — —
38535
whysosaket
Enables memory storage and retrieval using Mem0, allowing users to store contex…
 — ○ ⏳ — — — — — —
38536
krings.cooper
— ○ ⏳ — N/A N/A — 95 —
38537
Master0fFate
Provides structured error classification and recovery guidance for MCP agents, …
 — ○ ⏳ — N/A N/A — — —
38538
geraldo96
finwatch-mcp Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
 — ○ ⏳ — N/A N/A — — —
38539
alexobiwan-creator
A lightweight and customizable MCP server for Zotero that enables AI research t…
 — ○ ⏳ — N/A N/A — — —
38540
markswendsen-code
Enables AI agents to interact with Robinhood brokerage accounts via browser aut…
 — ○ ⏳ — N/A N/A — — —
38541
co-browser
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
 — ○ ⏳ — — — — 81 —
38542
hughmadden
MeuralMCP Claim
Provides MCP tools for coding agents to inspect and control Meural Canvas devic…
 — ○ ⏳ — N/A N/A — — —
38543
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
 — ○ ⏳ — N/A N/A — — —
38544
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
 — ○ ⏳ — N/A N/A — 95 —
38545
thiagozf
test Claim
— ○ ⏳ — N/A N/A — 95 —
38546
wlor0623
Codex任务完成后发送企业微信通知的MCP服务器。提供notify_wecom工具，支持自定义标题、状态、任务摘要等参数。
 — ○ ⏳ — — — — — —
38547
0h-MARVVV
Enables Claude to drive a live GIANTS Editor 10.x (FS25) session with 59 tools …
 — ○ ⏳ — N/A N/A — — —
38548
cloud9
MCP server for HubSpot CRM API integration. 14 tools for managing contacts, c…
 — ○ ⏳ — N/A N/A — 95 —
38549
authzx
mcp-gateway Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
 — ○ ⏳ — N/A N/A — — —
38550
Fanfulla
An MCP server for real-time Italian railway data, enabling natural language que…
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Showing 38501–38550 of 64698 servers
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