MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 4 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42551 |
opendaw-mcp
Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
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| 42552 |
public-apis-mcp-server
Claim
Enables access to 11 free public APIs including weather, country info, NASA dat…
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| 42553 |
TinyPyMCP
Claim
A sandboxed MCP server for agents that provides file read/edit, code intelligen…
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| 42554 |
Japan Data MCP
Claim
Enables AI agents to query Japanese public data (laws, corporations, statistics…
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| 42555 |
perseus
Claim
Compile-before-context MCP server with 13 tools. Pre-resolves workspace state (…
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| 42556 |
WinCC OA MCP Server
Claim
A Model Context Protocol server that bridges AI assistants with WinCC OA projec…
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| 42557 |
mcp
Claim
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| 42558 |
hardcover-mcp
Claim
Connects AI assistants to the Hardcover book library, enabling natural language…
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| 42559 |
cox-automotive-mcp
Claim
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
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| 42560 |
Provides geospatial intelligence for Uttar Pradesh, India, enabling geocoding, …
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| 42561 |
jira-server-mcp
Claim
A MCP server for integrating with self-hosted Jira Server, enabling issue searc…
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| 42562 |
copilot-usage-mcp
Claim
Exposes GitHub Copilot premium request usage as an MCP tool, providing a breakd…
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| 42563 |
Overture Maps MCP
Claim
Python MCP server for querying Overture Maps building footprint data via addres…
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| 42564 |
gulltoppr
Claim
Enables AI agents to resolve smart contract ABIs, read, encode, simulate, and p…
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| 42565 |
Sage MCP Public
Claim
Query Sage Veterinary Imaging's public data including website content, provider…
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| 42566 |
Mind Forge
Claim
Ingest, query, and generate study materials from documents (PDF, DOCX, Markdown…
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| 42567 |
whipscribe-mcp
Claim
MCP server for Whipscribe — transcribe audio and video from a URL or local file…
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| 42568 |
claude-playwright
Claim
Enables browser automation and web interaction control through Playwright, allo…
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| 42569 |
grok-build-mcp
Claim
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
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| 42570 |
pagedrop-api
Claim
Free instant HTML hosting API with paste, file upload, and ZIP deploy support. …
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| 42571 |
knife4j-mcp
Claim
MCP server that converts OpenAPI documentation to Markdown with tolerant parsin…
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| 42572 |
Openprovider MCP Server
Claim
MCP server for Openprovider.com that enables domain management actions such as …
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| 42573 |
Mesh MCP
Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
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| 42574 |
digital-twin
Claim
Enables natural language control of a digital twin simulation pipeline for phon…
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| 42575 |
Waymark
Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
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| 42576 |
anamnesis
Claim
MCP server that serves a structured belief graph extracted from Claude conversa…
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| 42577 |
MCP File Edit
Claim
Provides comprehensive file system operations including reading, writing, searc…
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| 42578 |
mcp-sql-guard
Claim
Validates SQL queries via AST parsing, ensuring they are single read-only SELEC…
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| 42579 |
codelens-mcp
Claim
A deterministic structural code map server for AI agents, giving them the shape…
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| 42580 |
Mida MCP Server
Claim
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
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| 42581 |
SkyBrain
Claim
Provides a shared MCP memory layer for AI clients, backed by Cloudflare Workers…
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| 42582 |
meok-w3c-tdm-rights-mcp
Claim
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
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| 42583 |
KatokMcp
Claim
KatokMCP lets AI assistants (Claude, OpenClaw, etc.) control KakaoTalk — Korea'…
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| 42584 |
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
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| 42585 |
jgkme/kilo-image-gen-mcp
Claim
MCP server for generating, editing, and processing images via multiple provider…
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| 42586 |
InfraOps MCP Server
Claim
Enables infrastructure operations through Claude Code by exposing 195 tools acr…
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| 42587 |
中国 AI 合规与备案(条文级自查)
Claim
生成式AI备案、AI生成内容标识、深度合成、算法备案:条文级问答 + 按条号取法规原文 + 应办清单(中文)
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| 42588 |
llmsdottxt-mcp
Claim
Auto-discovers llms.txt documentation from project dependencies and exposes it …
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| 42589 |
repo-context
Claim
Read-only repository context explorer for coding agents. Provides repository ex…
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| 42590 |
ACDP
Claim
Enables multiple AI agents to coordinate work on the same codebase by providing…
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| 42591 |
serpent
Claim
A metasearch backend MCP server that aggregates results from multiple search en…
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| 42592 |
mcp-adzuna
Claim
Provides access to Adzuna's global job-board aggregation, enabling job search, …
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| 42593 |
mcp-cronos
Claim
MCP server for structured daily work diary management, enabling entries, standu…
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| 42594 |
Tesla MCP Server
Claim
Connects Claude with the Tesla Owner API, enabling authentication and data retr…
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| 42595 |
Tabduct
Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
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| 42596 |
AiDD MCP Server
Claim
Provides AI-driven development tools including file system operations, multi-la…
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| 42597 |
idalib-mcp-headless
Claim
A headless MCP server that manages multiple independent IDA Pro worker processe…
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| 42598 |
briefkit-mcp-server
Claim
Generate engineer-grade SaaS specifications — design systems, database schemas,…
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| 42599 |
Sorftime MCP Server
Claim
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
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| 42600 |
FleetQ
Claim
**AI Agent Mission Control** — orchestrate AI agents, experiments, workflows, c…
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