MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39251 |
hady_mcp
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| 39252 |
A Model Context Protocol server that provides integration with TestRail, allowi…
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| 39253 |
fetch-server-pawan
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| 39254 |
mcp-server
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Provides AI-powered tools for querying customer and order analytics, enabling o…
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| 39255 |
productive-mcp-rb2
Claim
Enables interaction with Productive.io for task management, time tracking, budg…
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| 39256 |
kie-mcp
Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
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| 39257 |
rspace
Claim
R.Space — the real estate OS for the UAE.
The platform powers every side of th…
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| 39258 |
anndata-mcp
Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
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| 39259 |
mcp server for weather information query
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| 39260 |
plane-mcp-server
Claim
Enables interaction with Plane.so project management API through natural langua…
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| 39261 |
mcp-ical-swift
Claim
MCP server for Apple Calendar using compiled Swift to bypass macOS Sequoia TCC …
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| 39262 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 39263 |
discord-mcp
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| 39264 |
FreightUtils MCP Server
Claim
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
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| 39265 |
mcp-context
Claim
Local MCP server that provides semantic search (RAG) over code repositories, en…
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| 39266 |
word2pdf_hello_mcp3
Claim
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
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| 39267 |
Audio File MCP App
Claim
Inspect local audio files — playback, metadata, loudness, spectrogram.
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| 39268 |
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
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| 39269 |
mcp-aider-executor
Claim
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
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| 39270 |
Storyblok MCP Server
Claim
Enables comprehensive management of Storyblok CMS through natural language inte…
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| 39271 |
UniFi MCP
Claim
Enables management of a local UniFi controller, including devices, clients, net…
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| 39272 |
quickchat-ai-mcp
Claim
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-ti…
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| 39273 |
Business Helper
Claim
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
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| 39274 |
im_builder_v2
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| 39275 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 39276 |
Zotero MCP Bridge
Claim
Enables LLM clients to browse and query your Zotero library through tool calls.…
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| 39277 |
DNS MCP Server
Claim
A comprehensive DNS query server that enables querying all types of DNS records…
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| 39278 |
PullNexus
Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
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| 39279 |
deepseek-mcp
Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
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| 39280 |
avocado-ai
Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
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| 39281 |
Simple Utilities
Claim
Greet people, add numbers, and discover song recommendations. Save time on smal…
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| 39282 |
Gmail MCP Pro
Claim
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
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| 39283 |
Context intelligence for AI coding sessions. 7 MCP tools to score, compare, com…
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| 39284 |
apix420-mcp-server
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| 39285 |
nimble
Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
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| 39286 |
Onshape MCP Server
Claim
Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools fo…
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| 39287 |
ActiveDirectoryMCP
Claim
A comprehensive MCP server for managing Active Directory environments through L…
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| 39288 |
Code Index
Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
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| 39289 |
Convalytics
Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
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| 39290 | — | |||||||||
| 39291 |
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
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| 39292 |
artl-mcp
Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
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| 39293 |
Planka MCP Server
Claim
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
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| 39294 |
india-mcp-rto
Claim
MCP server for Indian vehicle RTO: decode number plates, calculate road tax, ch…
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| 39295 |
Polymarket MCP Server
Claim
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
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| 39296 |
NocoDB MCP Server
Claim
Enables direct integration with NocoDB databases from Cursor IDE, providing com…
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| 39297 |
FHIR MCP Server
Claim
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
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| 39298 |
iai-mcp
Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
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| 39299 |
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
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| 39300 |
fitness-ai-mcp
Claim
fitness-ai-mcp MCP server by MEOK AI Labs
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