MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59351
geraservicesuk
mcp-geracity Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
N/A N/A 95
59352
rob-brown96cc
UniRate MCP Claim
Currency conversion and exchange rates for AI assistants. 170+ currencies (fiat…
N/A N/A
59353
saibalajijammu
HR-Assist Claim
Automates HR workflows such as employee onboarding, leave management, and ticke…
N/A N/A
59354
janhq
battery-mcp Claim
Enables LLMs to verify the novelty and validity of invented battery materials, …
59355
AImplifier
neuro-mcp Claim
MCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII vi…
N/A N/A
59356
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
N/A N/A 81
59357
FaustasRi
Hunch Claim
MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
59358
memebo-at
memeboat-mcp Claim
Search 25,000+ meme templates and create shareable memes on memebo.at. Free, an…
59359
06ketan
substack-ops Claim 1
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
N/A N/A 83
59360
snakaya
vibsync Claim
One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and …
59361
shashaankreddy
Provides documentation lookup and search capabilities for FiveM development, in…
81
59362
Political-Comms
api Claim
Compliant political SMS/MMS from MCP clients: projects, contacts, analytics, bi…
N/A N/A
59363
zerople
duckdb Claim
N/A N/A 95
59364
Left-Coast-Tech
Enables access to live ESPN sports data for NFL, NHL, and NBA leagues, includin…
59365
chrischall
redfin-mcp Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
N/A N/A
59366
9kubczas4
A minimal MCP server that exposes a 'say_hello' tool and serves an Angular UI a…
59367 N/A N/A 95
59368
lustre Claim 1
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
N/A N/A 81
59369
universal-mcp
Provides a standardized interface for interacting with Perplexity's tools and s…
59370
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
59371
hawk20605
deckbase Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
81
59372
michaelalber
A local MCP server that gives AI coding assistants retrieval access to your per…
N/A N/A
59373
wmh.dirc
custom-agent Claim
N/A N/A 95
59374
Bluesoul-Technology
Persistent, portable, bitemporal memory layer — recalled proactively across you…
59375
junter1989k-ai
Romania e-Factura invoices for AI agents: build UBL 2.1 CIUS-RO, upload to ANAF…
59376
stabgan
mcp-icd10 Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
N/A N/A
59377
xuchen-dev
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。
59378 N/A N/A 95
59379
Abhigyan-Shekhar
Waggle-mcp Claim 1
Persistent graph-backed conversational memory for AI agents.
N/A N/A 81
59380
madhurprash
An intelligent AWS monitoring and incident response solution using Anthropic's …
59381
hassenhamdi
ArXiv Search Claim
Simple CLI tool and MCP server for searching arXiv papers via ArXiv Xplorer API.
59382
AlexAI-MCP
Enables querying a plant knowledge graph for companion planting, climate suitab…
59383
songminkyu
Provides PDF analysis, data extraction, form filling, and comparison capabiliti…
N/A N/A
59384
axe-work
Controls Oculus Browser via WebSocket CDP protocol, enabling full browser autom…
N/A N/A
59385
tomasonjo
Automatically discovers vector indexes in a Neo4j database and exposes each as …
N/A N/A
59386
dkships
MCP server for Substack's official Publisher API that enables querying post ana…
59387
RosenAdvertising
MCP server for Bill4Time providing API coverage for legal billing and time trac…
N/A N/A
59388
Zycroft
Godot MCP Claim
Enables AI assistants to interact with the Godot game engine by launching the e…
N/A N/A 95
59389
yasinyaman
graphify-mcp Claim
A Python MCP server that exposes the Graphify knowledge graph as MCP tools, pro…
59390
jyarbro
Enables searching eBay for auctions by providing a query and number of results,…
N/A N/A
59391
argorant
Argorant Claim
Verified B2B contact data: size a market free, reveal or export when the segmen…
59392
liatrio-labs
Bridges AI coding assistants with the OpenTelemetry ecosystem, providing real-t…
59393
sanjibani
Read-only MCP server for the PlayMetrics youth-sports club management platform,…
59394
mohamedkuch
Solana transaction diagnosis, simulation, token-risk evidence, and priority fee…
67
59395
gabrieleakeron
selvans Claim
A framework that makes any web application natively operable by AI agents throu…
59396
axel-belfort
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
81
59397
ericbuess
Enables AI assistants to interact with Limitless AI Pendant recordings, search,…
59398
TuringTap
TuringTap Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
59399
VISystems
Provides production-grade starter templates for MCP servers with permission bou…
N/A N/A
59400
Quinbook
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
N/A N/A 95
Showing 59351–59400 of 66484 servers