MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38651 |
codex-claude-bridge
Claim
MCP server that enables Claude Code to send code and plans for review by OpenAI…
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| 38652 |
A template for deploying MCP servers to Cloudflare Workers without authenticati…
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| 38653 |
Enables querying Node.js API documentation, including searching for modules and…
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| 38654 |
Anava MCP Server
Claim
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 38655 |
onsense
Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
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| 38656 |
naver-search-mcp
Claim
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| 38657 |
zeroidagent-mcp
Claim
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
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| 38658 |
oura-mcp-server
Claim
Enables AI assistants to query Oura Ring health data (sleep, readiness, activit…
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| 38659 |
mcp-db-explorer
Claim
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
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| 38660 |
meridian-mcp
Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
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| 38661 |
mcp-open-library
Claim
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| 38662 |
OpenMemBrain
Claim
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …
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| 38663 |
NexMem MCP
Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
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| 38664 |
GGB Web MCP
Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
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| 38665 |
WLO MCP Server
Claim
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
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| 38666 |
An AI-powered deep research agent that automates the full research pipeline fro…
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| 38667 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 38668 |
SolSentry MCP
Claim
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
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| 38669 |
bitbank-lab-mcp
Claim
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
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| 38670 |
LotAPI
Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
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| 38671 |
forgepoint-signal
Claim
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| 38672 |
Obsidian MCP Wrapper
Claim
Enables Claude Desktop to securely search and retrieve knowledge from an Obsidi…
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| 38673 |
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
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| 38674 |
ai-seo
Claim
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…
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| 38675 |
ai-rate-limit-tracker
Claim
Cloudflare Workers MCP server: ai-rate-limit-tracker
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| 38676 |
deplo.sh
Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
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| 38677 |
invezgo
Claim
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| 38678 |
BMI Kit
Claim
Body composition for AI: BMI, body fat, FFMI, waist-to-height, plus saved measu…
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| 38679 |
thunder-compute
Claim
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| 38680 |
smith
Claim
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| 38681 |
ableton-mcp-lofifren
Claim
Connects Ableton Live to AI through MCP, enabling prompt-assisted music product…
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| 38682 |
MCP Server Template
Claim
A production-ready TypeScript template for building MCP servers with dual trans…
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| 38683 |
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
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| 38684 |
Alloy MCP Server
Claim
Enables Claude to write, compile, and execute formal verification models in All…
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| 38685 |
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Buil…
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| 38686 |
nano-banana-mcp
Claim
Enables AI image generation and editing using Google's Gemini models via natura…
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| 38687 |
Google Tasks MCP Server
Claim
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
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| 38688 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
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| 38689 |
mcp-google-sheets
Claim
Enables AI assistants to read, write, and manage Google Sheets spreadsheets thr…
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| 38690 |
Token holder distribution API for AI agents. Analyze any ERC-20 token's holder …
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| 38691 |
MCP server for Marriott Hotels that enables AI agents to search hotels, manage …
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| 38692 |
pdf-search-mcp
Claim
MCP server for full-text search across PDF document collections with offline in…
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| 38693 |
GIMP MCP
Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
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| 38694 |
pantrist-mcp
Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
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| 38695 |
GDS MCP
Claim
Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
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| 38696 |
Google Workspace MCP
Claim
Enables interaction with Google Sheets, Docs, Slides, and Drive through a remot…
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| 38697 |
fire-fodex
Claim
A local Firefox bridge for MCP agents that enables tab control, DOM interaction…
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| 38698 |
suno-mcp
Claim
Enables AI music generation via Suno AI, allowing users to generate tracks with…
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| 38699 |
mcp-server
Claim
MCP runtime security. 22µs validation, 97% self-healing. Detects RCE, SSRF, cre…
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| 38700 |
Weather Server
Claim
Provides global weather query services with features including real-time weathe…
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