MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 61901 |
auralis-google
Claim
MCP server for integrating Claude AI with Google Workspace, enabling access to …
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| 61902 |
lastfm-mcp
Claim
An MCP server for the Last.fm API that enables LLM agents to access music data …
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| 61903 |
Istek MCP Server
Claim
Enables AI assistants to interact with Istek API Client for managing workspaces…
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| 61904 |
PriceHunt MCP Server
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Enables searching and comparing products across Pakistani e-commerce platforms …
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| 61905 |
time-tracker-ai-mcp
Claim
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
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| 61906 |
Kura MCP Server
Claim
Enables AI assistants to manage and monitor Eclipse Kura IoT gateways through t…
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| 61907 |
json-sanity
Claim
Deterministic JSON validation and repair for AI agents. Validates, repairs, sch…
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| 61908 |
Obsidian Lumina MCP
Claim
A Model Context Protocol server that enables semantic vector search over Obsidi…
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| 61909 |
dtb-members-mcp
Claim
MCP server for managing tennis club member data from local CSV/Excel exports. P…
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| 61910 |
pumpbhp
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| 61911 |
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 61912 |
spotify-mcp-server
Claim
Exposes Spotify controls as MCP tools for playback, playlist management, and AI…
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| 61913 |
SSH Session MCP
Claim
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
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| 61914 |
systems-thinking-mcp
Claim
Provides systems thinking models as composable analysis lenses for architecture…
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| 61915 |
freee-hr-mcp
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Enables managing freee HR operations like employee data, attendance, leave, and…
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| 61916 |
Graft
Claim
Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoi…
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| 61917 |
flask-mcp-server
Claim
MCP server to control a Flask application and optimize AWS costs, providing too…
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| 61918 |
foundrynet-inference
Claim
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT i…
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| 61919 |
Analyzes file access times, duplicates, and sizes to identify rarely used files…
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| 61920 |
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
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| 61921 |
GalaxyMCP Server
Claim
A Model Context Protocol server for AI persona management with JIRA integration…
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| 61922 |
DarcyAIMCPServer
Claim
A Python-based MCP server that predicts tomorrow's weather. It can be used remo…
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| 61923 |
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
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| 61924 |
Ruminer Browser Agent
Claim
Syncs AI conversations from multiple platforms to local Markdown files for your…
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| 61925 |
Zotero MCP Bridge
Claim
Enables LLM clients to browse and query your Zotero library through tool calls.…
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| 61926 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 61927 |
MCP-RAGAnything
Claim
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
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| 61928 |
ScrapingDog MCP Server
Claim
A Model Context Protocol (MCP) server for ScrapingDog API that provides compreh…
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| 61929 |
jira-run-mcp
Claim
An MCP server for Jira 8 that enables SSO-authenticated issue management, work …
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| 61930 |
basic-mcp
Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
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| 61931 |
genmem
Claim
A local-first MCP server that gives AI assistants long-term memory by storing, …
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| 61932 |
Serial MCP Server
Claim
Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
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| 61933 |
PubMed MCP Server
Claim
MCP server for searching PubMed scientific articles using NCBI E-utilities API.…
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| 61934 |
Provides AI coding assistants with on-demand access to component specs, test sc…
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| 61935 |
Code of Paper
Claim
Find GitHub implementations of arXiv research papers — paper lookup, ranked cod…
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| 61936 |
fdl-mcp-server
Claim
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
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| 61937 |
artemis-mcp
Claim
Enables interaction with the Artemis API to retrieve crypto token metrics and g…
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| 61938 |
ForLoop MCP
Claim
Enables AI harnesses to run iterative loops on code repositories with built-in …
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| 61939 |
Bear MCP Server
Claim
Enables Claude Code to interact with Bear notes on macOS, supporting create, se…
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| 61940 |
prometheus-mcp-server
Claim
Enables interacting with Prometheus through MCP for querying metrics, series, a…
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| 61941 |
mcp-kr-g2b
Claim
Enables AI assistants to query and analyze Korean public procurement data from …
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| 61942 |
garu-mcp
Claim
An MCP server for the Garu payment platform. Create charges, manage customers, …
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| 61943 |
mcp-China-weather-server
Claim
基于高德地图API的MCP天气预报服务器,提供中国城市的实时天气和天气预报查询功能。
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| 61944 |
av1
Claim
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| 61945 |
fortytwo-guide
Claim
A semantic-memory MCP server that stores text 'memories' with provenance and en…
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| 61946 |
observe-mcp
Claim
An MCP server for querying Observe.com logs using OPAL, with tools for dataset …
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| 61947 |
screenshot-mcp
Claim
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
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| 61948 |
Enables interaction with ConnectWise Manage through 45 tools across Service, Op…
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| 61949 |
mem0-mcp
Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
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| 61950 |
postwire-mcp
Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
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