MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58001 |
Enables full-text search and retrieval of Finnish energy regulations from four …
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| 58002 |
Ultiplace
Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
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| 58003 |
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
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| 58004 |
road-poneglyph
Claim
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
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| 58005 |
hacker-news-mcp
Claim
Provides Hacker News tools with founder-research features for analyzing Show HN…
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| 58006 |
clipboard-mcp
Claim
A simple MCP server that allows AI assistants to read from and write to the sys…
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| 58007 |
mcp-bridge
Claim
YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
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| 58008 |
mcp-xray
Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
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| 58009 |
calculator-mcp-test
Claim
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| 58010 |
Blender MCP Server
Claim
Enables AI-powered 3D content creation in Blender through natural language, inc…
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| 58011 |
NCBI Datasets MCP Server
Claim
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
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| 58012 |
jpzip MCP server
Claim
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
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| 58013 |
antics-mcp
Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
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| 58014 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 58015 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 58016 |
Context Engine
Claim
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
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| 58017 |
JobHound
Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
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| 58018 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 58019 |
Enables querying a PostgreSQL database using natural language by retrieving con…
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| 58020 |
beliq-mcp
Claim
Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) …
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| 58021 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 58022 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 58023 |
mcp-playwright-ai
Claim
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| 58024 |
@sattva/dokploy-mcp
Claim
MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy O…
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| 58025 |
cross-search
Claim
Enables multi-engine parallel search with cross-validation, combining Brave, Ta…
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| 58026 |
SharePoint MCP Server
Claim
Enables AI assistants to manage Microsoft SharePoint documents and folders thro…
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| 58027 |
mcptokens
Claim
Provides tool to count token cost of any MCP server's tool definitions, enablin…
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| 58028 |
TalentFlow HR MCP Server
Claim
Resume parsing & candidate matching engine (European markets - ONSS/DIMONA comp…
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| 58029 |
shopline-mcp
Claim
MCP server for the Shopline Open API. Exposes 140+ tools for querying and manag…
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| 58030 |
Enables forensic investigators to acquire data from Android devices via ADB, in…
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| 58031 |
MCP → Local MSSQL Server
Claim
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
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| 58032 |
openwrt-mcp
Claim
Allows you to interact with an OpenWrt router via SSH, enabling command executi…
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| 58033 |
memoire
Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
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| 58034 |
mcp-server-yeelight-lan
Claim
Enables control of Yeelight smart lights over local LAN, supporting on/off, bri…
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| 58035 |
bing-cn-mcp-server
Claim
Provides Bing Chinese search and webpage crawling tools, enabling AI assistants…
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| 58036 |
falcon-mcp
Claim
MCP server bridging AI assistants with CrowdStrike Falcon for SOC operations, e…
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| 58037 |
Enables agents to pay per call in USDC for live crypto prices and revenue intel…
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| 58038 |
cdash-mcp
Claim
Enables natural language interaction with Kitware CDash for browsing dashboards…
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| 58039 |
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
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| 58040 |
Pokemon MCP Server
Claim
Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
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| 58041 |
raspa-mcp
Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
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| 58042 |
Cortex
Claim
A plug-in layer for AI coding agents that adds remote access via Telegram, self…
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| 58043 |
px-pipe-mcp
Claim
Renders large text blobs as dense PNG image pages via pxpipe, enabling vision m…
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| 58044 |
pagerduty-mcp-community
Claim
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
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| 58045 |
kanbantool-mcp
Claim
An MCP server that connects AI assistants to Kanban Tool for reading and managi…
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| 58046 |
Claim Pilot MCP Server
Claim
MCP server for insurance claim pilot tools, providing policy search, claim look…
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| 58047 |
SuricataMCP Server
Claim
Turn Claude Desktop into a network security analyst. A comprehensive MCP server…
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| 58048 |
ifc-geometry-mcp
Claim
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
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| 58049 |
SecureLLM MCP Server
Claim
Enables AI assistants to interact with NixOS development tools, manage builds, …
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| 58050 |
openclaw-mcp
Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
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