MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 4 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46501 |
openaq-mcp-server
Claim
Find air-quality stations and read pollutant observations from government monit…
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| 46502 |
MuJoCo MCP Server
Claim
Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
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| 46503 |
shrimp
Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
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| 46504 |
Soma
Claim
RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and …
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| 46505 |
@jurislm/entire-mcp
Claim
MCP server providing 19 tools to manage AI agent checkpoints and sessions via t…
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| 46506 |
gatekeeper
Claim
Run MCP tool calls through Runestone Gatekeeper — policy enforcement, human app…
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| 46507 |
Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Gra…
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| 46508 |
ScribblesLM
Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
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| 46509 |
familiar-mcp
Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
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| 46510 |
Nigeria payments for AI agents — bank transfer / USSD via Paystack. Never holds…
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| 46511 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
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| 46512 |
roger
Claim
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| 46513 |
LearningSuite MCP Server
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 46514 |
chaprola
Claim
Serverless API backend: query, JOIN, pivot, batch ops, email, FHIR, programs vi…
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| 46515 |
Ambient Context MCP
Claim
Local Windows ambient context (presence, foreground app, battery) as privacy-ga…
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| 46516 |
GameCodex
Claim
A game development MCP server with 950+ curated docs across 29 engines and 5 po…
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| 46517 |
Schwab MCP Server
Claim
A read-only Model Context Protocol server that connects your Schwab brokerage a…
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| 46518 |
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
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| 46519 |
datos.gob.do-MCP-server
Claim
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
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| 46520 |
Discover AFA funding and venture resources, validate pitches, and report grant …
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| 46521 |
zikra
Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
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| 46522 |
testap123
Claim
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| 46523 |
Puzzle Subway Server
Claim
Provide real-time subway congestion information for Seoul with station and line…
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| 46524 |
capcut-ai-editor
Claim
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
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| 46525 |
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max cover…
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| 46526 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 46527 |
saglitzdesign-mcp
Claim
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, …
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| 46528 |
An MCP server for weather information.
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| 46529 |
MCP server for the OffByOne website factory, enabling agents to generate, valid…
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| 46530 |
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
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| 46531 |
HA-Synapse
Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
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| 46532 |
rawthink
Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
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| 46533 |
TeacherAssist-MCP
Claim
AI-powered Teacher Assistance MCP Server for managing student records with Post…
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| 46534 |
EasyDocForms
Claim
Healthcare intake for agents: import blank PDFs, create patient fill links, fet…
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| 46535 |
Detect whether a company runs cold outbound, on what stack, and from which send…
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| 46536 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 46537 |
Mako Metrics
Claim
Competitor Meta ads intelligence reports. List plans, create orders, Stripe che…
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| 46538 |
elorus-mcp
Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
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| 46539 |
mcp
Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
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| 46540 |
ds-mcp-server
Claim
Test prompts by instantly reflecting your message back. Validate formatting and…
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| 46541 |
Connect AI assistants to IBM Code Engine for project, app, build, job, and runt…
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| 46542 |
agentshield-mcp
Claim
Real-time smart contract security for autonomous AI agents, offering tools for …
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| 46543 |
roshan-fahm-mcp
Claim
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
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| 46544 |
mcp-pinecone
Claim
Enables reading and writing to a Pinecone vector index, including semantic sear…
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| 46545 |
weather-forecast-server
Claim
Provides current weather and multi-day forecasts for any location worldwide, in…
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| 46546 |
MCP Chat
Claim
Enables interactive chat with AI models through the Anthropic API, supporting d…
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| 46547 |
Food MCP Server
Claim
Provides comprehensive food hierarchy and nutrition data through structured too…
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| 46548 |
Firewalla MCP Server
Claim
A production-ready server that connects Claude Desktop to Firewalla network man…
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| 46549 |
tigergraph-mcp
Claim
Model Context Protocol (MCP) server for TigerGraph that lets AI agents interact…
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| 46550 |
Giphy MCP Server
Claim
An MCP server that allows AI agents to search and retrieve GIFs using the Giphy…
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