MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34201 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
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| 34202 |
figuard-mcp
Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
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| 34203 |
AI seller verification and policy risk analysis for any online store.
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| 34204 |
Motion MCP Server
Claim
Enables managing tasks, projects, schedules, users, comments, and more in Motio…
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| 34205 |
mcp-toolkit
Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
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| 34206 |
word-mcp-server
Claim
Enables Claude Agent to control Microsoft Word through COM automation, allowing…
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| 34207 |
Drivara
Claim
Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit …
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| 34208 |
Enables registration, monitoring, and control of IoT devices via AI agents, wit…
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| 34209 |
fast-paddleocr-mcp
Claim
Extracts text from images using PaddleOCR and outputs results in markdown forma…
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| 34210 |
fallledger-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 34211 |
obsidian-pdf-evidence
Claim
Enables AI agents to extract PDF text, search with PDF++ citations, access vaul…
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| 34212 |
Real-time market Oracle signals, Fear & Greed, Polymarket edge plays, BTC trend…
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| 34213 |
ZIM MCP Server
Claim
Enables reading and searching ZIM files for offline reference content like Wiki…
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| 34214 |
MCP Art Supply Store
Claim
A comprehensive business management server with 36 tools for running an art sup…
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| 34215 |
Altium MCP Server
Claim
Use Claude to control or ask questions about your Altium project.
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| 34216 |
applemusic-mcp
Claim
MCP server for Apple Music that lets AI assistants manage playlists, control pl…
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| 34217 |
Workers bindings management. Build Workers applications with storage, AI, and c…
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| 34218 |
Pica MCP Server
Claim
Integrates with the Pica API platform to enable seamless interaction with vario…
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| 34219 |
easy-slack-mcp
Claim
Enables AI assistants like Cursor and Claude Desktop to interact with Slack wor…
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| 34220 |
medical-codes-mcp-server
Claim
Decodes, searches, validates, and crosswalks US medical codes (ICD-10-CM, ICD-1…
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| 34221 |
mcp-release-guardian
Claim
Validates release hygiene in local repositories with network-free, read-only to…
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| 34222 |
apicrate-mcp
Claim
Provides AI agents with 22 data tools across 9 domains, including IP geolocatio…
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| 34223 |
mcp-debugpy
Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
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| 34224 |
office-addin-mcp
Claim
MCP server for Office add-ins via WebView2/CDP. Provides excel.*, page.*, and a…
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| 34225 |
Clind MCP Server
Claim
A Shopify-focused MCP server that enables AI agents to manage store operations …
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| 34226 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 34227 |
An MCP server that enforces explicit task ownership acceptance and requires a p…
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| 34228 |
clickup-mcp-pro
Claim
ClickUp MCP Pro exposes nearly every ClickUp operation as a typed Model Context…
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| 34229 |
docs2db-mcp-server
Claim
MCP server for semantic and hybrid search over RHEL documentation using docs2db…
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| 34230 |
Gibs
Claim
Regulatory compliance API for AI agents. Classify AI systems by risk level and …
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| 34231 |
mcp
Claim
Run any model on the live WaveSpeed catalog: image, video, audio, 3D.
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| 34232 |
MCP Git Explorer
Claim
Enables Claude to explore and analyze remote Git repositories, providing struct…
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| 34233 |
Embeddings MCP Server
Claim
A Model Context Protocol server for generating text embeddings using OpenAI, An…
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| 34234 |
Syncnox MCP Server
Claim
Enables AI agents to manage routes via Syncnox backend, with tools to add stops…
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| 34235 |
Huly MCP Server
Claim
Enables interaction with Huly workspaces via WebSocket API to manage projects a…
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| 34236 |
osTicket MCP Server
Claim
Enables AI-driven management of osTicket helpdesks through natural language, al…
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| 34237 |
Enables integration with Gong's sales platform through MCP, providing access to…
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| 34238 |
Yanyue MCP
Claim
Enables searching and retrieving cigarette product information from Yanyue.cn, …
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| 34239 |
Chrome DevTools MCP
Claim
Enables AI coding assistants to control and inspect a live Chrome browser for a…
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| 34240 |
LinkedIn MCP Zero
Claim
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
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| 34241 |
studio-signal
Claim
AI-powered media & entertainment intelligence — research, briefs, and market da…
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| 34242 |
Plasmate
Claim
Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
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| 34243 |
DB2ST MCP
Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
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| 34244 |
Claude Code MCP Server
Claim
An MCP server that allows Claude Desktop to remotely control Claude Code instan…
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| 34245 |
Pexafy
Claim
Stock photo search: by description, by example image, or more like this.
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| 34246 |
powershell-mcp
Claim
Headless Windows ops over MCP: hidden PowerShell + in-process SSH, WinRM & SFTP.
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| 34247 |
@prismicio/mcp-server
Claim
Deprecated MCP server for Prismic; users are advised to use the new Prismic CLI…
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| 34248 |
agent-shared-memory
Claim
Enables AI agents to share persistent memory via an MCP server using SQLite, su…
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| 34249 |
fallmortgagepaper-mcp
Claim
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
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| 34250 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
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