MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57851 |
ravendb-mcp
Claim
A Model Context Protocol server that enables AI assistants to interact with Rav…
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| 57852 |
Read and write open-source flashcards and decks through split read/write MCP to…
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| 57853 |
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
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| 57854 |
mcp-mempool-space
Claim
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
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| 57855 |
mautic-mcp
Claim
A lightweight MCP server that connects Claude AI to Mautic marketing automation…
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| 57856 |
outdooriq-mcp
Claim
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
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| 57857 |
Agent Sense
Claim
Provides AI agents with environmental sensing capabilities including current ti…
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| 57858 |
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
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| 57859 |
MySQL MCP Server
Claim
Enables Cursor AI to interact with MySQL databases through natural language, su…
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| 57860 |
neuro-mcp
Claim
Neuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Re…
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| 57861 |
metadata_mcp
Claim
Reads and writes metadata across images, audio, video, documents, and text file…
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| 57862 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 57863 |
comsol-codex-mcp
Claim
An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
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| 57864 |
click-to-mcp
Claim
Converts any Python Click or Typer CLI into an MCP server automatically — zero-…
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| 57865 |
JCGE Agent Interface
Claim
MCP server for JCGE discovery, modeling guidance, solving, validation, and equa…
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| 57866 |
An MCP server that provides web development tools including taking screenshots …
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| 57867 |
tork-governance
Claim
AI agent governance for MCP: PII detection, policy enforcement, compliance, and…
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| 57868 |
CenterPoint Connect
Claim
Streamline property management, construction, and service workflows with Center…
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| 57869 |
Market Fiyatı MCP Server
Claim
Enables searching and comparing grocery prices from Turkish markets via marketf…
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| 57870 |
AHME
Claim
Provides AI coding assistants with long-term memory by compressing conversation…
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| 57871 |
hicar-mcp
Claim
Provides AI assistants with structured, authoritative knowledge of the HICAR at…
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| 57872 |
valerie-mcp
Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
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| 57873 |
r324
Claim
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| 57874 |
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
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| 57875 |
tavily-mcp
Claim
A web search and extraction MCP server powered by Tavily, providing tools for A…
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| 57876 |
Meta Ads MCP Server
Claim
Provides read-only access to Meta Ads API, enabling campaign management, creati…
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| 57877 |
MCP Subagents
Claim
Enables hierarchical task planning and execution through recursive code and ana…
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| 57878 |
browser-mcp
Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
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| 57879 |
muni-dev-cost
Claim
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
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| 57880 |
bitbucket-mcp
Claim
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
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| 57881 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
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| 57882 |
ai-runtime-guard
Claim
ai-runtime-guard is an MCP server that sits between your AI agent and your syst…
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| 57883 |
Azure DevOps MCP Server
Claim
A reference server implementation for the Model Context Protocol that enables A…
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| 57884 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
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| 57885 |
test
Claim
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| 57886 |
Hostaway MCP Server
Claim
Enables AI assistants to interact with Hostaway's property management platform …
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| 57887 |
codexlens
Claim
Semantic code search engine for Claude Code with hybrid search combining vector…
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| 57888 |
RagDocs MCP Server
Claim
Provides RAG capabilities for semantic document search using Qdrant vector data…
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| 57889 |
md-mcp
Claim
Exposes local markdown documentation, notes, and knowledge bases to AI tools vi…
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| 57890 |
TextToolkit
Claim
A text transformation and formatting MCP server that provides common text manip…
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| 57891 |
Scrivener MCP Server
Claim
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
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| 57892 |
lark
Claim
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| 57893 |
Perplexity MCP Server
Claim
Integrates Perplexity AI's search and research capabilities into Claude Code, e…
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| 57894 |
ai-pdf-assistant
Claim
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| 57895 |
fs-mcp
Claim
Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…
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| 57896 |
blender-mcp
Claim
Enables AI-powered control of Blender through natural language, allowing users …
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| 57897 |
ops-platform-mcp
Claim
MCP server wrapping a mock internal ops platform (FastAPI + SQLite) so Claude C…
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| 57898 |
caldera-mcp
Claim
Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…
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| 57899 |
mcprice
Claim
finance crypto
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| 57900 |
Statamic MCP Server
Claim
Enables AI assistants to manage Statamic CMS content, including blueprints, ent…
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