MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59151 |
intelligence
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| 59152 |
MCP Git Explorer
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Enables Claude to explore and analyze remote Git repositories, providing struct…
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| 59153 |
vapi-ai-mcp
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| 59154 |
Anki MCP Server
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A Model Context Protocol server for managing Anki flashcards via AnkiConnect, e…
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| 59155 |
mermaid-mcp-server
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| 59156 |
IPOGrid Research
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Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 59157 |
test-smithery-server
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| 59158 |
Enables searching and retrieving Zendesk Help Center articles through natural l…
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| 59159 |
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
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| 59160 |
ha-nexus-agent
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MCP server for Home Assistant — 202 tools across 21 domains; full control of yo…
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| 59161 |
Image-Generation-MCP
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Enables text-to-image generation using the api.airforce API, with a generate_im…
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| 59162 |
youtube-context-mcp
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A small MCP server that gives agents rich context about a YouTube video — its t…
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| 59163 |
jira-pilot
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Jira Pilot is an MCP server that provides 14 tools for AI assistants to manage …
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| 59164 |
DOI Citation Verifier
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A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 59165 |
Conectica
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An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
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| 59166 |
pmcp
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A Prometheus Model Context Protocol Server.
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| 59167 |
AnomalyArmor
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Data observability for AI agents. Query alerts, monitor freshness, investigate …
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| 59168 |
czxs5
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| 59169 |
EventTrader
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Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
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| 59170 |
sudo-mcp-gmail
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An MCP server for Gmail that allows AI assistants to read, search, compose draf…
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| 59171 |
MCP Hub
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MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 59172 |
rednote-agent
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MCP server which collects data from www.xiaohongshu.com social media
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| 59173 |
TestRail MCP Server
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Enables AI assistants to interact with TestRail test management system, support…
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| 59174 |
mcp-onedrive-sharepoint
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Enables file and site management across OneDrive and SharePoint via Microsoft G…
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| 59175 |
cosmosdb-mcp
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MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
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| 59176 |
users-mcp
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A user management MCP server that enables CRUD operations on users stored in a …
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| 59177 |
Pipeline Assistant MCP
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An MCP server that automates CI/CD pipeline creation, analysis, and security en…
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| 59178 |
feishu-mcp-server
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Enables AI to read Feishu documents, send messages, and manage calendars with a…
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| 59179 |
PDF Processor Server
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An MCP server for PDF utilities including text extraction, metadata, merge/spli…
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| 59180 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 59181 |
An AI-powered documentation navigator that enables intelligent search, summariz…
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| 59182 |
WhatsApp MCP
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WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
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| 59183 |
regsub-mcp
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MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
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| 59184 |
A quickstart template to build and deploy a remote MCP server on Azure Function…
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| 59185 |
A platform that transforms AI development with intelligent context management, …
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| 59186 |
A template to deploy a remote MCP server on Cloudflare Workers without authenti…
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| 59187 |
easy-code-reader
Claim
An MCP server for intelligently reading Java source code, supporting extraction…
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| 59188 |
Random Recall
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Generate random numbers and recall the last one to test stateful workflows. Acc…
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| 59189 |
openapi-to-mcp
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A minimal MCP server that auto-generates tools from your OpenAPI spec, optimize…
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| 59190 |
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
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| 59191 |
Yggdrasil MCP
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A reasoning orchestration MCP server that enables tree-of-thoughts thinking, mu…
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| 59192 |
pop-pay
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Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 59193 |
agent-delegation-mcp
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Agent Delegation MCP Server by MEOK AI Labs
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| 59194 |
Profile Explorer
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Extract structured insights from personal and organizational profile pages. Sea…
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| 59195 |
Polymarket MCP Server
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A Model Context Protocol server that enables seamless integration with Polymark…
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| 59196 |
Reka Vision MCP Server
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Enables AI agents to upload, index, search, and analyze videos through the Reka…
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| 59197 |
genome-map
Claim
Access industrial fingerprint data for insight into supply chain and company pe…
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| 59198 |
signal-mcp
Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
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| 59199 |
Provides double-entry accounting ledger creation, transaction recording, and fi…
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| 59200 |
pipedrive-mcp
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