MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64701 |
uniboh
Claim
MCP server for University of Bologna services, enabling access to Virtuale, tim…
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| 64702 |
Conductor MCP Server
Claim
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 64703 |
mcp-boilerplate
Claim
Production-ready template for building MCP servers with TypeScript, featuring e…
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| 64704 |
MCP Playlist Generator
Claim
Generates .m3u playlists on the user's PC based on their current mood or theme,…
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| 64705 |
B2Bizzio MCP Server
Claim
A foundational MCP server for integrating B2Bizzio business intelligence servic…
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| 64706 |
npi-providers-mcp-server
Claim
Look up US healthcare providers in the NPPES NPI registry and resolve NUCC spec…
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| 64707 |
devcdp
Claim
Provides AI assistants with full browser DevTools access for debugging, includi…
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| 64708 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 64709 |
babelwrap-mcp
Claim
An MCP server that gives AI agents web browsing superpowers via the BabelWrap A…
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| 64710 |
Enables PDF manipulation including text, images, annotations, form fields, page…
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| 64711 |
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
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| 64712 |
gdrive-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with secure a…
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| 64713 |
webappmcp
Claim
Enables AI assistants to interact with web applications through DOM inspection,…
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| 64714 |
mcp-plu-upc
Claim
MCP server for looking up product information by UPC, EAN, GTIN barcodes and PL…
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| 64715 |
aws-architecture-scanner
Claim
Scans AWS environments and generates professional architecture diagrams showing…
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| 64716 |
mcp-pii-guard-au
Claim
Australian and New Zealand PII detection and sanitisation for AI agents, using …
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| 64717 |
QR Forge MCP server
Claim
Enables AI agents to create and manage trackable QR codes (URLs, Wi-Fi, WhatsAp…
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| 64718 |
rag-knowledge-graph-mcp
Claim
rag-knowledge-graph-mcp MCP server by MEOK AI Labs
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| 64719 |
corpuskit
Claim
Enables AI coding agents to search documentation and query constraints via MCP …
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| 64720 |
coda-mcp-server
Claim
Enables AI-powered document automation and data manipulation with Coda.io throu…
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| 64721 |
localsend-mcp
Claim
Enables sending files to LocalSend devices on the local network by scanning for…
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| 64722 |
Google Ads Intent MCP
Claim
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP f…
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| 64723 |
Unified Memory MCP
Claim
Local explicit memory vault exposing MCP tools for storing, searching, and mana…
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| 64724 |
cynthion-mcp
Claim
Drive a Cynthion USB test instrument from an LLM via the Model Context Protocol…
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| 64725 |
PP/DS MCP Server
Claim
Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tool…
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| 64726 |
Enables AI agents to perform gasless cross-chain transactions by paying with su…
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| 64727 |
MCP Chrome Bridge
Claim
Enables AI agents to control Chrome browser actions like navigation, clicking, …
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| 64728 |
niua-godot-mcp
Claim
A local MCP server plus a bundled Godot editor addon that lets an AI agent crea…
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| 64729 |
t-rush-mcp
Claim
MCP server for t-rush. Exposes TODO/FIXME scanning and streak tracking to AI ag…
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| 64730 |
Anchor
Claim
a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
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| 64731 |
mcp-rag
Claim
Enables semantic search and question answering over a knowledge base using hybr…
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| 64732 |
A proxy server that enables communication between clients (like Claude AI or VS…
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| 64733 |
novada-mcp
Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
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| 64734 |
ultimate-gemini-mcp
Claim
MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resoluti…
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| 64735 |
mcp-ephemeral-k8s
Claim
Enables spawning ephemeral Model Context Protocol (MCP) servers on Kubernetes u…
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| 64736 |
Quantum ADS MCP
Claim
A sovereign Google marketing-agency control plane over the Model Context Protoc…
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| 64737 |
Delx MCP Server
Claim
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
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| 64738 |
agentrecall
Claim
Provides persistent, searchable memory with hybrid keyword and semantic search,…
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| 64739 |
lex-provenance-mcp
Claim
A read-only MCP connector for searching, fetching, and citing provenance-tracke…
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| 64740 |
Google Trends MCP Server
Claim
Enables AI assistants to access Google Trends data for comparing keywords, disc…
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| 64741 |
LTC Catalog
Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 64742 |
InboundPilot — AI Autopilot for Lead Qualification via Instagram, WhatsApp & Me…
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| 64743 |
mcp-docker-server
Claim
Effortlessly orchestrate and oversee Docker environments from anywhere, using n…
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| 64744 |
WolfTech DNS MCP Server
Claim
Provides DNS lookup and email authentication diagnostic tools (SPF, DKIM, DMARC…
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| 64745 |
mcpcatalogs
Claim
Enables AI assistants to search, compare, and get detailed information about MC…
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| 64746 |
gitlab-mcp-server
Claim
MCP server for managing GitLab repositories — merge requests, pipelines, branch…
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| 64747 |
snowflake-mcp
Claim
Enables AI agents to execute SQL queries and explore Snowflake databases using …
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| 64748 |
Android MCP
Claim
Enables full Android control from any AI agent via 7 MCP tools, including scree…
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| 64749 |
Basic MCP Tools
Claim
A self-hosted MCP server providing private web search, web page fetching, and c…
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| 64750 |
recall-memory-mcp
Claim
Enables AI agents to store, retrieve, and self-improve procedural memories (les…
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