MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51601 |
defi-yield-scanner-mcp
Claim
Real-time DeFi analytics MCP server for AI agents. Provides token risk analysis…
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| 51602 |
mcp-google-workspace
Claim
MCP server integrating multiple Google Workspace services including Gmail, Cale…
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| 51603 |
Verifiable agent-to-agent task handoff with signed provenance chain. Initiating…
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| 51604 |
Fluentive MCP
Claim
Information, FAQs, features, and pricing for Fluentive's task management platfo…
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| 51605 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 51606 |
Citybook
Claim
Live Calgary events for AI agents.
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| 51607 |
MCP server that nudges better AI session behavior through token usage and effic…
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| 51608 |
mcp-server-redcap
Claim
Enables interaction with REDCap instances for managing research data, projects,…
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| 51609 |
mac-audio-router-mcp
Claim
Enables AI agents to manage macOS audio routing, device switching, volume contr…
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| 51610 |
stillonline-mcp
Claim
MCP server for StillOnline uptime monitoring, enabling management of projects, …
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| 51611 |
Search live food safety data from FDA, FSIS, CDC, and city health departments (…
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| 51612 |
agent-central-mcp
Claim
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
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| 51613 |
peak-window
Claim
Ranks the best weather windows to climb any peak worldwide, on the sharpest reg…
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| 51614 |
mcp-google-sheets
Claim
Enables AI assistants to interact with Google Sheets via natural language, supp…
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| 51615 |
GitHub Search API Server
Claim
Leverage the GitHub search API to enhance your applications with powerful searc…
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| 51616 |
bitbank MCP Server
Claim
MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…
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| 51617 |
apple-mcp
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| 51618 |
Cloudflare Radar
Claim
Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)
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| 51619 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 51620 |
Kaggle Dataset Analyst
Claim
Enables exploratory data analysis and machine learning on CSV datasets with too…
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| 51621 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 51622 |
framefetch
Claim
Agent-first video-data API + MCP across 6 platforms (YouTube/Shorts, TikTok, Re…
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| 51623 |
Vibe MCP
Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
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| 51624 |
Pascal 3D Editor
Claim
Create, inspect, validate, and save editable 3D building scenes with Pascal's M…
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| 51625 |
Banco MCP
Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
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| 51626 |
MCP server for Yandex Tracker API.
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| 51627 |
HAVN
Claim
Read-only AI access to HAVN properties, leads, tasks, files, media, and analyti…
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| 51628 |
DomainFinder MCP Server
Claim
Enables users to check domain name availability across 877 TLDs, generate intel…
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| 51629 |
TimeIQ MCP Server
Claim
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
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| 51630 |
pmxt-mcp
Claim
MCP server that provides a unified prediction market API for multiple venues li…
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| 51631 |
Provide seamless access to SalesHandy API features including user profiles, cam…
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| 51632 |
mcp
Claim
Read, search, edit and branch Translatize translation labels and fill missing t…
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| 51633 |
rqwstr
Claim
AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/…
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| 51634 |
UKDataAPI
Claim
UK government data intelligence platform. 14 enriched endpoints with proprietar…
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| 51635 |
Memory Kernel
Claim
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
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| 51636 |
MCP Registry Search
Claim
Search and browse every MCP server in the Model Context Protocol registry.
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| 51637 |
OSINT MCP Server
Claim
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
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| 51638 |
catchintent
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| 51639 |
optometry-ai-safety-mcp
Claim
optometry-ai-safety-mcp MCP server by MEOK AI Labs
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| 51640 |
ast-editor
Claim
AST-targeted code editing MCP server with 28 surgical tools for structural edit…
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| 51641 |
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
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| 51642 |
A deployable server on Cloudflare Workers that provides Model Context Protocol …
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| 51643 |
Twilio MCP Server
Claim
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
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| 51644 |
mcp-atlassian-new
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| 51645 |
SkyFi MCP Server
Claim
Enables AI agents to search, order, and monitor satellite and geospatial imager…
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| 51646 |
Rendobar
Claim
Transform video, audio and images, and generate media from prompts. FFmpeg, cap…
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| 51647 |
Eversince
Claim
Creative agent that plans and executes across image, video, audio, and motion g…
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| 51648 |
lims-s
Claim
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| 51649 |
shopify-mcp
Claim
Enables management of Shopify store via GraphQL, including products, orders, in…
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| 51650 |
WAHA MCP Server
Claim
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
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