MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58751 |
DOI Citation Verifier
Claim
A Model Context Protocol (MCP) server that prevents citation hallucination by v…
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| 58752 |
Conectica
Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
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| 58753 |
pmcp
Claim
A Prometheus Model Context Protocol Server.
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| 58754 |
AnomalyArmor
Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
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| 58755 |
czxs5
Claim
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| 58756 |
EventTrader
Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
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| 58757 |
sudo-mcp-gmail
Claim
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
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| 58758 |
MCP Hub
Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
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| 58759 |
rednote-agent
Claim
MCP server which collects data from www.xiaohongshu.com social media
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| 58760 |
TestRail MCP Server
Claim
Enables AI assistants to interact with TestRail test management system, support…
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| 58761 |
mcp-onedrive-sharepoint
Claim
Enables file and site management across OneDrive and SharePoint via Microsoft G…
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| 58762 |
cosmosdb-mcp
Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
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| 58763 |
users-mcp
Claim
A user management MCP server that enables CRUD operations on users stored in a …
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| 58764 |
Pipeline Assistant MCP
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An MCP server that automates CI/CD pipeline creation, analysis, and security en…
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| 58765 |
feishu-mcp-server
Claim
Enables AI to read Feishu documents, send messages, and manage calendars with a…
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| 58766 |
PDF Processor Server
Claim
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
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| 58767 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 58768 |
An AI-powered documentation navigator that enables intelligent search, summariz…
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| 58769 |
WhatsApp MCP
Claim
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
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| 58770 |
regsub-mcp
Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
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| 58771 |
A quickstart template to build and deploy a remote MCP server on Azure Function…
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| 58772 |
A platform that transforms AI development with intelligent context management, …
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| 58773 |
A template to deploy a remote MCP server on Cloudflare Workers without authenti…
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| 58774 |
easy-code-reader
Claim
An MCP server for intelligently reading Java source code, supporting extraction…
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| 58775 |
Random Recall
Claim
Generate random numbers and recall the last one to test stateful workflows. Acc…
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| 58776 |
openapi-to-mcp
Claim
A minimal MCP server that auto-generates tools from your OpenAPI spec, optimize…
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| 58777 |
Manages Cloudflare KV namespaces and automates email processing from ProtonMail…
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| 58778 |
Yggdrasil MCP
Claim
A reasoning orchestration MCP server that enables tree-of-thoughts thinking, mu…
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| 58779 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 58780 |
agent-delegation-mcp
Claim
Agent Delegation MCP Server by MEOK AI Labs
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| 58781 |
Profile Explorer
Claim
Extract structured insights from personal and organizational profile pages. Sea…
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| 58782 |
Polymarket MCP Server
Claim
A Model Context Protocol server that enables seamless integration with Polymark…
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| 58783 |
Reka Vision MCP Server
Claim
Enables AI agents to upload, index, search, and analyze videos through the Reka…
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| 58784 |
genome-map
Claim
Access industrial fingerprint data for insight into supply chain and company pe…
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| 58785 |
signal-mcp
Claim
Enables querying Signal Desktop chats and messages by reading the encrypted SQL…
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| 58786 |
Provides double-entry accounting ledger creation, transaction recording, and fi…
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| 58787 |
pipedrive-mcp
Claim
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| 58788 |
Taste
Claim
Expert review for AI agents. On-chain proof of human review.
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| 58789 |
recall-mcp
Claim
Local semantic search MCP server for markdown docs and Granola meeting transcri…
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| 58790 |
zai
Claim
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| 58791 |
Blender MCP VXAI
Claim
Enables natural language control of Blender 3D through MCP clients, allowing cr…
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| 58792 |
front-asset-intel-mcp
Claim
Exposes precomputed asset research and rubric summaries for analyst agents, ena…
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| 58793 |
rijksmuseum-mcp+
Claim
Lets you explore the Rijksmuseum's artwork collections through natural conversa…
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| 58794 |
mcp-unhcrplot
Claim
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| 58795 |
hypermnesia
Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
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| 58796 |
cz-mtg-compare-mcp
Claim
Lets Claude compare Magic: The Gathering single-card prices across six Czech on…
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| 58797 |
browser-mcp-server
Claim
A universal browser automation MCP server using Playwright, enabling programmat…
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| 58798 |
mowan-mcp-feedback
Claim
An interactive feedback MCP server with a web UI, enabling AI-driven developmen…
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| 58799 |
EcoGuard AI MCP Server
Claim
Enables real-time compliance checking of industrial water and air emissions aga…
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| 58800 |
An MCP server that repurposes text or URL content into platform-optimized posts…
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