MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51351
PierreJanineh
A server for analyzing technical debt across multiple programming languages, in…
N/A N/A
51352
chanakayaa
Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…
N/A N/A
51353
pjqdyd
MCP-TS-DEMO Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
N/A N/A
51354
runapi-ai
imagen-4-mcp Claim
RunAPI MCP server for the Imagen 4 model line. Create tasks, poll their status,…
51355
CSOAI-ORG
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51356
RipperMercs
Read-only Base mainnet reader. Verifies x402 payment settlements + AFTA federat…
N/A N/A 95
51357
caelinsutch
Enables AI agents like Claude to interact with Figma designs through 50+ tools …
N/A N/A 95
51358
baekhoej
Enables managing Docker containers and Compose apps on a QNAP NAS via the Conta…
51359
ttrine
A semantic search system for Claude Code transcript history, exposed as an MCP …
N/A N/A
51360
varunjain-byte
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
N/A N/A 95
51361
lemmaoracle
mcp Claim
Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
51362
CSOAI-ORG
MCP server for subscription tracker ai. Features add subscription, get total sp…
N/A N/A
51363
barwojcik
legal_mcp Claim
Enables semantic search over Polish court judgments and legislative acts via MC…
N/A N/A
51364
Amalgix-io
Amalgix Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
51365
Delegueinu
onlyswaps Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
N/A N/A 95
51366
AIops-tools
MinIO AIops Claim
Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 …
N/A N/A
51367
suprdeck-ai
Suprdeck Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
81
51368
Lsyedibrahim
Veritas Claim
An AI-powered data investigation workspace for Product Managers, combining stru…
N/A N/A
51369
takada-at
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
51370
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
51371
YforC
antoskill Claim
A package manager for Agent Skills — discover, vet, and pin them across Claude …
N/A N/A
51372
WebpageFX
LTC Catalog Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
N/A N/A 95
51373
harshitAgr
codabench-mcp Claim 1
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
N/A N/A 83
51374
cirruslycurious
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
N/A N/A
51375
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
51376
carrasquelalex1
Fetch any URL and get clean Markdown. Web scraping for AI agents.
51377
brockly
Provides weather alerts and forecasts for US locations using the National Weath…
51378
derekprovance
lifeup-mcp Claim
Enables Claude to interact with LifeUp Cloud API on your local network for task…
N/A N/A
51379
memorymesh Claim 1
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
N/A N/A 81
51380
masa-med-ai
MCP server for querying the Japanese KAKEN database of scientific research gran…
N/A N/A
51381
CSOAI-ORG
Children's privacy compliance: COPPA (US), FERPA (US edu), EU AI Act children's…
N/A N/A
51382
WilliamSmithEdward
Enables AI agents to execute SSH commands, read files, and list directories on …
N/A N/A
51383
openl-tablets
Enables AI assistants to interact with OpenL Studio's business rules management…
51384
juyagu1
Daedalus MCP Claim
A local MCP server that scans workspaces, detects projects and technologies, an…
N/A N/A
51385
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
51386
abdunnasir
Enables querying and managing a SQLite database using natural language, with an…
N/A N/A
51387
nicoaguerrero
MCP Server for interacting with the MyAnimeList API, allowing LLM clients to ac…
51388
Timwal78
mcp-x402 Claim
The first MCP server that pays for itself. AI agents pay for ScriptMasterLabs d…
51389
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
51390
jungkim720
dify Claim
N/A N/A 95
51391
stackfiesta
StackFiesta Claim
Discover AI tools for game development — 100+ tools indexed by engine, task, an…
51392
oh-seok-ju
Say Hello Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
N/A N/A 95
51393
coff33ninja
Compiles skill definitions and serves them to AI agents via MCP, enabling tools…
51394
tristanmanchester
sifs Claim
Extremely fast local hybrid code search for agents.
N/A N/A 95
51395
CodyWatters
riveter Claim 1
MCP server for Riveter's enrichment, scraping, and monitoring API
N/A N/A 83
51396
jsztdu
An MCP server that integrates the SearXNG API to provide web search with pagina…
51397
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
51398
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
81
51399
rezaizadijahromi
MCP Panel Claim
AI-powered CAD design copilot for acoustic products (splitter silencers and str…
N/A N/A
51400
senivel
An MCP server that connects AI assistants to YNAB budgets, enabling natural lan…
Showing 51351–51400 of 66502 servers