MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54951 |
mcp-wordpress
Claim
Enables Claude Code to read, edit, and manage WordPress pages, posts, shortcode…
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| 54952 |
comfyui-character-mcp
Claim
Exposes ComfyUI-generated character avatars as tools, allowing control of expre…
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| 54953 |
dynamodb-mcp-server
Claim
An MCP server that gives LLM agents full access to Amazon DynamoDB, supporting …
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| 54954 |
dml-bps-mcp
Claim
MCP server for accessing Indonesian BPS statistics data via natural language qu…
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| 54955 |
Privy MCP Server
Claim
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
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| 54956 |
jscpd
Claim
Copy/paste detector for programming source code, supports 223 formats. AI-ready…
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| 54957 |
A portable MCP server providing a shared intelligent memory system for any MCP-…
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| 54958 |
snipara-mcp
Claim
Lightweight MCP connector that provides persistent project memory and context o…
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| 54959 |
mcp-golang-wasm-example
Claim
An MCP server running in the browser via WebAssembly, providing tools like getC…
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| 54960 |
mcp-esim
Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
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| 54961 |
Excalidraw MCP Server
Claim
Run a live Excalidraw canvas and control it from AI agents.
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| 54962 |
n8n-workflow-builder
Claim
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| 54963 |
VisualQ MCP Server
Claim
Enables running visual regression tests, polling results, and reading structure…
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| 54964 |
mcp-guardrail-gateway
Claim
A security gateway for MCP servers that enforces policy checks including role-b…
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| 54965 |
linkedin-mcp-server
Claim
Enables interaction with LinkedIn tools and services through the Universal MCP …
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| 54966 |
Persistent memory for AI agents: keyed facts, a wake bundle each session, one m…
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| 54967 |
bluesky-mcp-server
Claim
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
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| 54968 |
YouTube Shorts Agent
Claim
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
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| 54969 |
Provides Claude AI assistants with focused monitoring tools for n8n workflow ex…
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| 54970 |
google-connections-mcp
Claim
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
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| 54971 |
Wedding Manager MCP
Claim
Enables users to manage wedding preparation tasks including timeline generation…
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| 54972 |
AdobePremiereProMCP
Claim
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
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| 54973 |
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
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| 54974 |
S3 Uploader MCP Server
Claim
Enables file uploads to AWS S3 buckets with automatic MIME type detection.
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| 54975 |
mcp-server-github
Claim
Enables interaction with GitHub repositories, issues, pull requests, code searc…
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| 54976 |
Design-correct NHANES analysis: survey weights, pooled cycles, CIs and NCHS rel…
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| 54977 |
Catalyst MCP Server
Claim
An MCP server that loads and serves Knowledge Packs to connect AI assistants wi…
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| 54978 |
Hungarian postcode lookup + validation - 3,484 codes, sub-10ms lookups, bulk ad…
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| 54979 |
Gemini MCP Server
Claim
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
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| 54980 |
mcp-docs-server
Claim
Enables efficient search through Model Context Protocol documentation, supporti…
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| 54981 |
mcp-eur-lex
Claim
Enables searching and quoting EU legislation with verifiable EUR-Lex citations,…
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| 54982 |
curl-curl-cool-mcp
Claim
An MCP server that gives Claude a full HTTP client — make requests, compare env…
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| 54983 |
Knossos
Claim
Enables remote filesystem and CLI access to a Windows machine over LAN through …
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| 54984 |
SQL and File MCP
Claim
An MCP server that gives LLM clients access to a SQL Server database and the lo…
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| 54985 |
mcp-toolkit
Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
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| 54986 |
YNAB MCP Server
Claim
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
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| 54987 |
React Native Debug MCP
Claim
Enables AI agents to inspect, log, and control React Native apps on Android emu…
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| 54988 |
ELIZA MCP Server
Claim
Provides a Model Context Protocol interface to interact with the classic ELIZA …
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| 54989 |
evermemos-mcp
Claim
Long-term memory for AI coding assistants. Remembers context once and recalls i…
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| 54990 |
data-austin
Claim
Enables querying Austin, TX open data from data.austintexas.gov using the Socra…
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| 54991 |
iwatch-mcp
Claim
Enables real-time Apple Watch heart rate monitoring via MCP tools, reading data…
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| 54992 |
mcp-dev-tools
Claim
Provides AI coding assistants with tools to run git status, recent commits, tes…
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| 54993 |
Qobrix CRM MCP Server
Claim
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
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| 54994 |
Andon SOP MCP Server
Claim
MCP server that connects to MES systems to enable SOP uploading and abnormal re…
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| 54995 |
PGYER MCP Server
Claim
Enables uploading and managing iOS/Android apps on the PGYER platform through M…
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| 54996 |
Exposes GObject Introspection metadata to coding agents, enabling querying of l…
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| 54997 |
Web Search MCP Server
Claim
Provides Google search and web content viewing with advanced bot detection avoi…
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| 54998 |
my-smithly-app
Claim
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| 54999 |
sui-mcp-server
Claim
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
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| 55000 |
MCP TensorBoard
Claim
Exposes TensorBoard experiment data through a standardized MCP API, enabling AI…
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