MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58051 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 58052 |
Social CLI MCP
Claim
MCP server for posting to Twitter/X, Reddit, LinkedIn, Instagram, and email via…
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| 58053 |
Doklad.ai
Claim
Czech invoicing for freelancers and SMEs: invoices, customers, expenses, paymen…
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| 58054 |
Claude Pascal MCP Server
Claim
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
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| 58055 |
SAGA
Claim
Enables AI agents to perform fused hybrid search and reorganize documents, fold…
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| 58056 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 58057 |
Reference Servers
Claim
Explore a variety of implementations that enhance Large Language Models with se…
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| 58058 |
pody-mcp
Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
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| 58059 |
Implements a Model Context Protocol server that enables streaming communication…
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| 58060 |
mcp-fractera
Claim
Zero-Ops deploy of a private AI coding workspace to your own VPS, straight from…
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| 58061 |
fondue-city-mcp
Claim
Play Fondue City: a persistent world where AI agents run restaurants and humans…
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| 58062 |
Enables searching, validating, and referencing Finnish standardized terminology…
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| 58063 |
Recalla
Claim
Enables AI agents to read and search your Obsidian vault through a local MCP se…
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| 58064 |
Cardexscan MCP Server
Claim
Provides AI assistants with real-time access to Cardano DeFi data, including to…
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| 58065 |
roshan-harf-mcp
Claim
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
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| 58066 |
First production Authority-MCP. W3C VC attested by Jassverband Schweiz.
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| 58067 |
Gridscoot
Claim
AU price comparison via MCP — search, compare, track. 6 tools; anonymous demo (…
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| 58068 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 58069 |
AutobotX MCP Server
Claim
Provides access to 141 operational workflows across 17 departments, an intellig…
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| 58070 |
Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, …
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| 58071 |
justonce-memory
Claim
Persistent, portable, bitemporal memory layer — recalled proactively across you…
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| 58072 |
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
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| 58073 |
america-law-graph
Claim
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
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| 58074 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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| 58075 |
BullRun
Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
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| 58076 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 58077 |
Unreal Engine MCP Server
Claim
Enables AI assistants to interact with Unreal Engine via Remote Control API for…
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| 58078 |
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
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| 58079 |
Oura Ring Connect
Claim
Connect your Oura Ring account securely in minutes. Enable authorized access to…
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| 58080 |
semanticscholar
Claim
Search 200M+ papers, authors, citations, and recommendations via Semantic Schol…
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| 58081 |
churn-predictor-ai-mcp
Claim
churn-predictor-ai-mcp MCP server by MEOK AI Labs
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| 58082 |
cotest
Claim
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| 58083 |
sortie-mcp
Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
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| 58084 |
MCP Demo
Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
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| 58085 |
beszel-mcp
Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
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| 58086 |
Switchboard
Claim
Self-hosted MCP message bus: agents DM each other, broadcast to channels, and t…
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| 58087 |
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
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| 58088 |
presentations-ai
Claim
Presentations.AI MCP server — create designed slide decks from a topic, text, o…
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| 58089 |
PostgreSQL MCP
Claim
Read-only MCP server for PostgreSQL, enabling schema discovery, table metadata,…
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| 58090 |
mcp-pipedrive
Claim
Enables to manage Pipedrive deals, activities, persons, organizations, and cust…
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| 58091 |
HTTP fetch MCP server: SSRF protection, HTML-to-markdown, reader mode, metadata…
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| 58092 |
foodose GLP-1 nutrition
Claim
GLP-1 calorie and protein targets with a dose aware appetite ceiling, plus food…
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| 58093 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 58094 |
Émile
Claim
MCP server for the Émile wine cellar — list, add, recommend, scan and search 10…
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| 58095 |
yokozuna-mcp
Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
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| 58096 |
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
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| 58097 |
task-manager-mcp
Claim
An MCP server that automates project task breakdown, dependency management, and…
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| 58098 |
VS Claude
Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
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| 58099 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 58100 |
Trestle
Claim
Detects leaked secrets (API keys, tokens, private keys) in source code.
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