MCP Server Quality Scores
Independent quality analysis of 59042 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58701 |
Israel Weather MCP
Claim
Enables LLMs to query real-time weather data in Israel by automating a browser …
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| 58702 |
mcp-server
Claim
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| 58703 |
ClickUp MCP Server
Claim
Enables natural language management of ClickUp workspaces, including task CRUD …
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| 58704 |
wmcp
Claim
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| 58705 |
mcp-shell
Claim
Provides a secure, token-authenticated command execution tool over MCP Streamab…
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| 58706 |
MCP server for managing Google Play app deployment and in-app products via the …
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| 58707 |
code-grapher
Claim
Enables Claude to intelligently analyze and query codebases using knowledge gra…
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| 58708 |
rtms-mcp
Claim
Queries Korean apartment sale transaction data (RTMS) by region code and contra…
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| 58709 |
kie-ai-mcp-server
Claim
Universal MCP server for all Kie AI image generation and editing models, enabli…
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| 58710 |
magic
Claim
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| 58711 |
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
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| 58712 |
office-mcp-server
Claim
AI-powered professional document generation server that creates Word and Excel …
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| 58713 |
lockspec
Claim
MCP server giving AI coding agents version-pinned API context from your OpenAPI…
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| 58714 |
mcp
Claim
Unified AI model API for 130+ models across 18 providers. Browse models, check …
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| 58715 |
wiki-search-mcp
Claim
A zero-config personal knowledge management MCP server that enables Claude Desk…
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| 58716 |
SNOMED CT MCP Server
Claim
An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR …
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| 58717 |
StyleTrace
Claim
Analyzes website references, images, screenshots, and HTML snippets to produce …
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| 58718 | — | |||||||||
| 58719 |
jenkins-mcp
Claim
MCP server for Jenkins to inspect builds, control jobs, and manage pipeline con…
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| 58720 |
mcp-bundesbank-de
Claim
Provides access to Deutsche Bundesbank (Germany's central bank) statistics via …
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| 58721 |
Zillow MCP Server
Claim
Integrates Zillow real estate data with AI assistants, enabling property search…
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| 58722 |
warp-drive-mcp
Claim
MCP server that exposes WarpDrive and EmberData docs as tools, enabling assista…
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| 58723 |
Middleman
Claim
A context refinement MCP server that acts as a proxy to distill large outputs f…
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| 58724 |
87+ specialized tools for German and European energy data. Direct AI access to …
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| 58725 |
Enables Google web search via MCP, compatible with gemini-cli's google_web_sear…
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| 58726 |
Slack Gemini MCP Server
Claim
Enables querying Slack channels and messages, then using Google Gemini to answe…
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| 58727 |
homeradar-mcp
Claim
homeradar-mcp
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| 58728 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects through the MCP protocol, …
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| 58729 |
Enables rigorous, zero-hallucination analysis of local PDF papers, generating e…
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| 58730 |
Odoo 18 MCP Server
Claim
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
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| 58731 |
bitflyer-mcp
Claim
A read-only MCP server that retrieves public market data from bitFlyer, allowin…
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| 58732 |
A read-only MCP server generated by FirstCall that looks up public GitHub user
…
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| 58733 |
aegis-mcp
Claim
Provides AI coding agents with deterministic security requirements, approved pa…
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| 58734 |
mac-messages-mcp
Claim
Enables sending and reading iMessages and SMS messages through the macOS Messag…
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| 58735 |
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs …
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| 58736 |
acornonaut-mcp
Claim
AI-powered YouTube playlist to flashcards with spaced repetition (SM-2 algorith…
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| 58737 |
SIBS Payment MCP
Claim
Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
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| 58738 |
Yahoo Mail MCP Server
Claim
Enables reading, searching, composing, and managing Yahoo Mail emails via IMAP …
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| 58739 |
API-to-MCP Converter
Claim
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
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| 58740 |
dltHub-AI-workbench
Claim
It gives Claude Code, Cursor, and Codex structured workflows and an MCP
server …
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| 58741 |
tome-mcp
Claim
Manages a research paper library, providing PDF ingestion, bibliography managem…
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| 58742 |
Pexels MCP Server
Claim
An MCP server to search for photos and videos on Pexels.
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| 58743 |
Enables YouTube data crawling and AI-powered summarization of videos, including…
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| 58744 |
GemmaJnana
Claim
Multi-domain MCP server enabling AI agents to plan and execute vacation travel …
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| 58745 |
morgen-mcp
Claim
Enables AI clients to fetch and list calendar events from Morgen, supporting en…
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| 58746 |
Moleculer MCP Server
Claim
Exposes Moleculer microservices as MCP tools for AI assistants like Claude and …
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| 58747 |
mcp-ux-vision
Claim
Enables AI-powered visual analysis of webpages for UI/UX assessment, including …
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| 58748 |
code-failures-mcp
Claim
MCP server that indexes a knowledge base of past bugs and fixes, making them se…
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| 58749 |
Pandoc MCP Server
Claim
Enables document conversion between various formats (Markdown, DOCX, HTML, PDF,…
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| 58750 |
Enables AI agents to render interactive user interfaces such as forms, dashboar…
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