MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46551 |
macos-mcp
Claim
Enables AI assistants to read, create, update, and delete data in macOS apps (R…
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| 46552 |
Moleculer MCP Bridge
Claim
MCP server that exposes Moleculer.js microservice actions as AI tools, enabling…
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| 46553 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 46554 |
Continuum
Claim
An autonomous AI showrunner for serialized vertical micro-drama that generates …
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| 46555 |
@arguslog/mcp-server
Claim
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
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| 46556 |
mcp-terminal-share
Claim
Enables two or more Claude Code terminals on the same machine to communicate by…
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| 46557 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 46558 |
gitlab-mcp-server
Claim
Enables interacting with GitLab repositories, merge requests, and code through …
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| 46559 |
claude-remind-mcp
Claim
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
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| 46560 |
Hostodo MCP
Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
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| 46561 |
genomics-mcp
Claim
Provides programmatic access to curated SNP data by trait, enabling LLM-powered…
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| 46562 |
Godot MCP
Claim
An MCP server that gives AI assistants full control over the Godot game engine,…
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| 46563 |
RecruiterCheck MCP
Claim
MCP server for scam-risk checks on job postings, recruiter emails, and company …
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| 46564 |
python-repl-mcp
Claim
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
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| 46565 |
swsd
Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
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| 46566 |
Upwork MCP Server
Claim
Enables Claude to search jobs, manage proposals, messages, and contracts on Upw…
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| 46567 |
@yocoolab/mcp-server
Claim
Exposes Yocoolab design feedback threads, selections, and activity events as to…
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| 46568 |
LinkedIn MCP Server
Claim
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
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| 46569 |
a0nexus-bitcoin-mcp
Claim
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
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| 46570 |
GOC MCP Server
Claim
Enables Claude and other AI agents to query real-time construction management d…
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| 46571 |
codex-fusion-mcp
Claim
MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opini…
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| 46572 |
notes-mcp
Claim
Remote MCP server that exposes a personal git repository of markdown notes to C…
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| 46573 |
skosmos-mcp
Claim
Wraps the Skosmos REST API to enable AI assistants to browse, search, and trave…
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| 46574 |
mcp-server-pdf
Claim
An MCP server that downloads PDF files from URLs and converts them to Markdown …
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| 46575 |
mcp-arcgis-vilas
Claim
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
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| 46576 |
@perssona/orchestrator
Claim
MCP server that lets AI agents control Perssona. It enables creating terminals,…
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| 46577 |
openi
Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
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| 46578 |
Rive MCP Server
Claim
Orchestrates Rive animations by enabling discovery, integration, and compositio…
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| 46579 |
MCP AST Explorer
Claim
Python symbol exploration for codebase onboarding agents.
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| 46580 |
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
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| 46581 |
MCP SDD Server
Claim
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
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| 46582 |
mcp
Claim
Practice library for coding agents: skill search/invoke, seed patches, scout, r…
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| 46583 |
github-mcp-lite
Claim
A lightweight MCP server for GitHub with nine essential tools for reading files…
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| 46584 |
An MCP server providing intelligent development assistance for WaveMaker React …
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| 46585 |
OpenTicket MCP Server
Claim
Enables agents to discover events, purchase tickets, and set reminders through …
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| 46586 |
A Model Context Protocol (MCP) server that connects AI assistants to Jira and C…
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| 46587 |
whenwecan
Claim
Enables scheduling polls for group chats to find common available times, with t…
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| 46588 |
mcp-mysql-server
Claim
Provides a lightweight MySQL database interface via stdio, enabling query execu…
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| 46589 |
Writing Tools MCP Server
Claim
MCP server offering text analysis tools for writing improvement, including spel…
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| 46590 |
Dongtori MCP Server
Claim
Searches for children's programs at public facilities like libraries and cultur…
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| 46591 |
Scorched
Claim
An MCP server that lets you talk to your AI trading assistant in plain English …
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| 46592 |
React Native Expo MCP
Claim
An MCP server for React Native development with Expo, offering automated code r…
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| 46593 |
voxcpm-mcp
Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
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| 46594 |
Crude Code MCP Server
Claim
An oil & gas data-analytics MCP server that enables guarded SQL queries, well v…
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| 46595 |
cdgmcp
Claim
Exposes a Congress.gov-style legislative GraphQL API to MCP clients, enabling q…
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| 46596 |
Enables querying Eurostat data using natural language, powered by DuckDB for op…
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| 46597 |
claudemesh
Claim
Enables Claude Code agents to communicate and share context across sessions via…
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| 46598 |
Provides 11 tools for stock research, including search, market history, financi…
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| 46599 |
NewsAPI MCP Server
Claim
Enables searching news, fetching top headlines, listing sources, and generating…
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| 46600 |
mcp-bigquery-dryrun
Claim
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
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