MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58901 |
Korea Real Estate MCP
Claim
Connects to Korea's MOLIT real estate API to provide 14+ tools for live transac…
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| 58902 |
wordpress-seo-mcp
Claim
Connects AI assistants to WordPress sites, enabling automated SEO analysis and …
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| 58903 |
pbs-mcp
Claim
MCP server for Proxmox Backup Server. Exposes datastore status, snapshot invent…
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| 58904 |
CloudreveMCP
Claim
MCP server integrating Cloudreve with downloaders for Douyin, Bilibili, and Net…
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| 58905 |
computeruse
Claim
A stdio MCP server that provides safe local screen observation and one-step exe…
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| 58906 |
mcp-celestrak
Claim
Provides satellite orbital elements (TLE / GP data) for any tracked object via …
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| 58907 |
MCP Oracle Server
Claim
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
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| 58908 |
code-search
Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
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| 58909 |
trello-mcp
Claim
Enables MCP clients to read and update Trello boards, lists, cards, comments, a…
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| 58910 |
pdfnative-mcp
Claim
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
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| 58911 |
Linear MCP Server
Claim
Enables Claude to interact with Linear tasks and issues via MCP tools for retri…
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| 58912 |
vex-mcp-server
Claim
Enables to access VEX Robotics Competition data including teams, events, rankin…
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| 58913 |
things3-mcp-gtd
Claim
An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …
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| 58914 |
Azure DevOps MCP Server
Claim
A Model Context Protocol server that enables AI assistants to interact with Azu…
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| 58915 |
TilbudsTrolden
Claim
An MCP server for Nordic grocery shopping that finds deals across supermarkets …
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| 58916 |
IB Async MCP Server
Claim
Enables read-only access to Interactive Brokers data including contracts, marke…
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| 58917 |
macOS OCR MCP
Claim
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
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| 58918 |
Superset MCP Server
Claim
Enables AI to create and manage Apache Superset dashboards, including adding ch…
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| 58919 |
project10
Claim
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| 58920 |
Mammoth MCP Server
Claim
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
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| 58921 |
EIASS MCP Server
Claim
Enables searching and retrieving environmental impact assessment projects from …
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| 58922 |
odoo-mcp-server
Claim
An MCP server that enables AI assistants to safely query live Odoo 19 data with…
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| 58923 |
fidelity-mcp
Claim
Enables AI agents to read balances, positions, and transaction history, and pla…
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| 58924 |
screen-recorder-mcp
Claim
Enables AI agents to start and stop full-screen recordings on macOS using FFmpe…
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| 58925 |
code-shot
Claim
Renders source code as beautiful SVG or PNG images with syntax highlighting, li…
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| 58926 |
Gerrit MCP Server
Claim
Enables interaction with Gerrit code review system via REST API, allowing langu…
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| 58927 |
poke-plaid-mcp
Claim
A custom MCP server that connects your investment portfolio to Poke via Plaid, …
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| 58928 |
Video MCP
Claim
A local MCP server that gives Claude Desktop full video editing capabilities vi…
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| 58929 |
runware
Claim
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| 58930 |
satelia-mcp-lucca
Claim
A Model Context Protocol server that enables Claude to interact with a Lucca in…
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| 58931 |
memory-mcp
Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
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| 58932 |
line-desktop-mcp
Claim
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
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| 58933 |
ffmpeg-mcp
Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
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| 58934 |
ChittyMCP
Claim
A consolidated Model Context Protocol server for the ChittyOS ecosystem, offeri…
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| 58935 |
mcp-yfinance-ux
Claim
Provides Bloomberg Terminal-style market data for AI agents, with formatted tab…
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| 58936 |
deployment-mcp
Claim
Enables SSH-based deployment operations such as git pull, command execution, sc…
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| 58937 |
agentfetch
Claim
An open-source web retrieval MCP server that fetches, crawls, and searches the …
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| 58938 |
RAG MCP Server
Claim
Enables Claude Desktop to search custom knowledge bases using retrieval-augment…
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| 58939 |
auto-knowledge-base
Claim
基于MCP协议的知识库服务器,内置LLM层,提供结构化知识存储、语义搜索和主动知识推送,支持通过工具进行知识学习、搜索和关联推理。
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| 58940 |
Vestel Jira MCP Server
Claim
Connects AI assistants to Jira, enabling retrieval, search, creation, and updat…
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| 58941 |
MDAN
Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
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| 58942 |
RAPT.io MCP Server
Claim
Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptP…
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| 58943 |
Auto Stitch MCP
Claim
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
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| 58944 |
agent-reach-tech
Claim
MCP server providing 9 tools for coding agents to search technology, developmen…
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| 58945 |
Job Lead Converter MCP
Claim
Transforms job postings into qualified sales leads by searching for active jobs…
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| 58946 |
gripe-mcp
Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
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| 58947 |
MkDocs MCP Server
Claim
A generic, configurable MCP server that makes any MkDocs documentation site sea…
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| 58948 |
Jama MCP Server
Claim
Enables LLM clients to semantically search and query metadata within Jama requi…
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| 58949 |
win-cli-mcp-server
Claim
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
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| 58950 |
Workbench MCP Server
Claim
Provides remote project access via MCP, enabling file operations, code search, …
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