MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37601 |
mcp-reddit-publisher
Claim
MCP server for publishing to Reddit with safety features like dry-run, allowlis…
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| 37602 |
mcpdoc
Claim
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| 37603 |
mdify
Claim
Automatically converts PDF, DOCX, XLSX, and CSV files to clean markdown when re…
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| 37604 |
SlimWeb Client MCP
Claim
Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 37605 |
mcp-pipedrive
Claim
Enables to manage Pipedrive deals, activities, persons, organizations, and cust…
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| 37606 |
Lattice MCP Server
Claim
An MCP server that exposes the Lattice Talent API as tools, enabling AI assista…
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| 37607 |
the-i18n-mcp
Claim
MCP server for managing i18n translation files — gives your AI agent full contr…
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| 37608 |
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
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| 37609 |
voice-memo-hub
Claim
Enables read-first interaction with Apple Voice Memos: search transcripts, revi…
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| 37610 |
nexflow-smf
Claim
Smart Meta-Facilitator for x402 payments on Base: route, verify, and settle pay…
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| 37611 |
Meta Ads MCP Server
Claim
A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instag…
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| 37612 |
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
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| 37613 |
AI-driven MCP server for Sitecore XM Cloud authoring, enabling template creatio…
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| 37614 |
omnicall-mcp
Claim
Keyless, pay-per-call AI gateway: 248 LLMs plus image/video/voice/music generat…
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| 37615 |
ukr-vitalinguist-mcp
Claim
Provides Ukrainian language grammar checking, surzhyk detection, authentic phra…
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| 37616 |
community-ff-mcp
Claim
Enables AI-assisted FlutterFlow development by reading, exploring, and understa…
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| 37617 |
An MCP server implementation in Python with placeholder tools, deployable to Az…
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| 37618 |
Parallel Browser MCP
Claim
MCP server for parallel browser automation across multiple providers.
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| 37619 |
holoviz-viz-mcp
Claim
An MCP server that enables AI assistants to create interactive visualizations, …
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| 37620 |
Glancey
Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
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| 37621 |
drawio-mcp-server
Claim
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
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| 37622 |
Mammoth MCP Server
Claim
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
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| 37623 |
ft_mcp
Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
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| 37624 |
tdprepview-mcp
Claim
Enables machine learning data preprocessing pipeline creation and model trainin…
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| 37625 |
watch-skill
Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
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| 37626 |
Local Docs MCP Server
Claim
Exposes multiple local documentation folders to AI assistants via tools for lis…
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| 37627 |
Okta MCP Server
Claim
Enables AI assistants to manage Okta users, groups, applications, policies, and…
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| 37628 |
QA Assistant MCP
Claim
An MCP server that enables Claude to read Jira user stories, search Confluence …
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| 37629 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 37630 |
EMEA Compliance MCP
Claim
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 37631 |
Quick Demo MCP Server
Claim
A simple MCP server that provides a tool to get the current server time and a r…
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| 37632 |
Eventor MCP Server
Claim
Enables AI agents to manage events, races, and batches on Eventor via auto-gene…
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| 37633 |
micropub-mcp
Claim
Enables AI agents to create, update, delete, and query posts on any Micropub-co…
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| 37634 |
tigerweb
Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
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| 37635 |
MCP Serve
Claim
Enables natural language management of clients and products via a chat interfac…
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| 37636 |
rag-retrieval-mcp
Claim
Enables retrieval-augmented generation by embedding queries with a chosen provi…
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| 37637 |
Provides comprehensive computer control capabilities including mouse and keyboa…
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| 37638 |
mcp-redis-demo
Claim
Enterprise support ticket system using FastMCP server with Redis for persistent…
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| 37639 |
oda-mcp
Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
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| 37640 |
rspace
Claim
R.Space — the real estate OS for the UAE.
The platform powers every side of th…
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| 37641 |
MCP QA Server
Claim
A reusable MCP server for QA automation testing that enables running tests acro…
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| 37642 |
Jira Daily PM Radar
Claim
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
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| 37643 |
mcp-wp
Claim
A full control with your WP site
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| 37644 |
Codex MCP Abaqus
Claim
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
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| 37645 |
Deepin MCP Servers
Claim
A model context protocol server for Deepin Linux, providing system control, fil…
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| 37646 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 37647 |
CallGraph MCP Server
Claim
Enables analysis of Java call graphs in Axelor projects via ASM bytecode analys…
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| 37648 |
EvalKit MCP Server
Claim
Enables testing AI safety classifier robustness against query decomposition, ob…
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| 37649 |
Formswrite MCP
Claim
Enables LLMs to convert documents to Google Forms, edit questions, list and pub…
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| 37650 |
LogScribe MCP
Claim
Handles log file management and analysis with tools to list, read, search, filt…
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