MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59351 |
mcp-geracity
Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
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| 59352 |
UniRate MCP
Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
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| 59353 |
HR-Assist
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Automates HR workflows such as employee onboarding, leave management, and ticke…
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| 59354 |
battery-mcp
Claim
Enables LLMs to verify the novelty and validity of invented battery materials, …
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| 59355 |
neuro-mcp
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MCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII vi…
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| 59356 |
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
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| 59357 |
Hunch
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MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
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| 59358 |
memeboat-mcp
Claim
Search 25,000+ meme templates and create shareable memes on memebo.at. Free, an…
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| 59359 |
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
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| 59360 |
vibsync
Claim
One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and …
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| 59361 |
Provides documentation lookup and search capabilities for FiveM development, in…
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| 59362 |
api
Claim
Compliant political SMS/MMS from MCP clients: projects, contacts, analytics, bi…
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| 59363 |
duckdb
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| 59364 |
ESPN MCP Server
Claim
Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, includin…
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| 59365 |
redfin-mcp
Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
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| 59366 |
MCP Hello World Server
Claim
A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI a…
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| 59367 |
sap_2000_api_python_mcp2
Claim
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| 59368 |
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
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| 59369 |
Provides a standardized interface for interacting with Perplexity's tools and s…
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| 59370 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 59371 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 59372 |
Grounded Code MCP
Claim
A local MCP server that gives AI coding assistants retrieval access to your per…
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| 59373 |
custom-agent
Claim
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| 59374 |
justonce-memory
Claim
Persistent, portable, bitemporal memory layer — recalled proactively across you…
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| 59375 |
Romania e-Factura invoices for AI agents: build UBL 2.1 CIUS-RO, upload to ANAF…
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| 59376 |
mcp-icd10
Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
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| 59377 |
MCP BaoStock Server
Claim
提供股票数据查询的MCP服务器,支持股票信息、K线历史、财务指标等市场数据获取。
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| 59378 |
xray-mcp-server
Claim
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| 59379 |
Persistent graph-backed conversational memory for AI agents.
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| 59380 |
AWS_CloudGuardMCP
Claim
An intelligent AWS monitoring and incident response solution using Anthropic's …
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| 59381 |
ArXiv Search
Claim
Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.
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| 59382 |
PlantOntology
Claim
Enables querying a plant knowledge graph for companion planting, climate suitab…
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| 59383 |
Provides PDF analysis, data extraction, form filling, and comparison capabiliti…
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| 59384 |
Quest Browser MCP Server
Claim
Controls Oculus Browser via WebSocket CDP protocol, enabling full browser autom…
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| 59385 |
neo4j-prefiltering-mcp
Claim
Automatically discovers vector indexes in a Neo4j database and exposes each as …
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| 59386 |
substack-publisher-mcp
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MCP server for Substack's official Publisher API that enables querying post ana…
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| 59387 |
bill4time-mcp
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MCP server for Bill4Time providing API coverage for legal billing and time trac…
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| 59388 |
Godot MCP
Claim
Enables AI assistants to interact with the Godot game engine by launching the e…
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| 59389 |
graphify-mcp
Claim
A Python MCP server that exposes the Graphify knowledge graph as MCP tools, pro…
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| 59390 |
Ebay MCP Server
Claim
Enables searching eBay for auctions by providing a query and number of results,…
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| 59391 |
Argorant
Claim
Verified B2B contact data: size a market free, reveal or export when the segmen…
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| 59392 |
otel-instrumentation-mcp
Claim
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
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| 59393 |
playmetrics_mcp
Claim
Read-only MCP server for the PlayMetrics youth-sports club management platform,…
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| 59394 |
Solana transaction diagnosis, simulation, token-risk evidence, and priority fee…
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| 59395 |
selvans
Claim
A framework that makes any web application natively operable by AI agents throu…
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| 59396 |
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
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| 59397 |
limitless-ai-mcp-server
Claim
Enables AI assistants to interact with Limitless AI Pendant recordings, search,…
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| 59398 |
TuringTap
Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
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| 59399 |
MCP Server Templates
Claim
Provides production-grade starter templates for MCP servers with permission bou…
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| 59400 |
MCP SSH Proxy
Claim
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
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