MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 4 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39201 |
Provides a standardized interface to interact with Serpapi's search engine resu…
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| 39202 |
ios-instruments-mcp
Claim
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
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| 39203 |
sapo-mcp
Claim
Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing …
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| 39204 |
agent-vrm-mcp
Claim
Enables Claude to generate speech from text and express it through a 3D VRM ava…
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| 39205 |
claude-to-agy
Claim
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
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| 39206 |
United Arab Emirates payments for AI agents — Apple Pay / cards via Tap Payment…
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| 39207 |
Telegram Reminder MCP
Claim
Enables users to manage Telegram reminders via natural language or commands, wi…
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| 39208 |
mcp-sumologic
Claim
MCP server that integrates with Sumo Logic's API to perform log searches, data …
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| 39209 |
kitty-mcp-server
Claim
MCP server for controlling the kitty terminal emulator. Exposes 40 tools for ma…
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| 39210 |
@reposit-bot/reposit-mcp
Claim
Enables AI agents to search, share, and vote on community knowledge solutions v…
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| 39211 |
Self-hosted MCP toolkit providing web search, Wikipedia, and arXiv access witho…
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| 39212 |
imf-mcp-server
Claim
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
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| 39213 |
gRPC MCP Server
Claim
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
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| 39214 |
Bowmark
Claim
Pre-computed navigation recipes for public websites — skip explore-and-discover.
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| 39215 |
servidor-acordaos-ia
Claim
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| 39216 |
Vindata MCP Server
Claim
Remote MCP server with built-in GitHub OAuth, deployed on Cloudflare Workers, e…
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| 39217 |
comfyui-mcp-server-node
Claim
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
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| 39218 |
Outline MCP Server
Claim
Enables AI agents to manage documents and collections in Outline wiki through n…
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| 39219 |
mcp-agent-bridge
Claim
A local MCP server that provides shared, real-time context across multiple AI a…
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| 39220 |
contract-ops-mcp
Claim
One MCP server for the contract-ops suite: all nine local-first CLIs as agent t…
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| 39221 |
Statly Docs MCP Server
Claim
Provides AI agents with access to Statly SDK and API documentation, enabling se…
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| 39222 |
ai-prompt-optimizer
Claim
Cloudflare Workers MCP server: ai-prompt-optimizer
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| 39223 |
INEI MCP Server
Claim
Connects MCP-compatible AI agents to Peru's official statistics platform (INEI …
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| 39224 |
GoldenMatch
Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
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| 39225 |
Bitrix24 MCP Server
Claim
Enables language models to interact with Bitrix24 CRM, providing tools to manag…
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| 39226 |
Palmyr
Claim
Agent infra: email, phone, social, domains, VPS, wallets. Paid per-action via x…
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| 39227 |
OneTech MCP Server
Claim
Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
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| 39228 |
dronelyticsio
Claim
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
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| 39229 |
Effortlessly search the Web and get access to high-quality results powered with…
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| 39230 |
Telegram MCP Server
Claim
A comprehensive integration that allows AI models to interact with Telegram acc…
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| 39231 |
dora-compliance-mcp
Claim
DORA (EU Digital Operational Resilience Act) compliance for AI agents. 5-pillar…
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| 39232 |
resume-markdown-mcp
Claim
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
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| 39233 |
Gemini MCP Server
Claim
MCP server that connects Claude Desktop to Google Gemini, enabling multimodal a…
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| 39234 |
docpilot-mcp
Claim
An MCP server that provides tools to fetch live, version-accurate documentation…
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| 39235 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 39236 |
figma-svg-to-icon-mcp
Claim
Extracts SVG icons from Figma and generates React TSX icon components automatic…
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| 39237 |
nouri
Claim
Plan smarter grocery runs with prioritized lists that learn from your edits. Fi…
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| 39238 |
Goodeye
Claim
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable…
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| 39239 |
Jira 9.12.14 MCP Server
Claim
Enables AI models to search Jira issues using JQL and retrieve issue details th…
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| 39240 |
TrueMemory
Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
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| 39241 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 39242 |
cloud-pathfinder
Claim
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
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| 39243 |
Meta Ads MCP Server
Claim
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
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| 39244 |
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
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| 39245 |
mcp-api-tests
Claim
Starter scaffold for a workshop to build an MCP API testing server, intended to…
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| 39246 |
Tool Compass
Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
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| 39247 |
codescan-mcp
Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
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| 39248 |
Blood Pressure Tool
Claim
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
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| 39249 |
gwanjong-mcp
Claim
Campaign-driven social engagement MCP server for authentic developer community …
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| 39250 |
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
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