MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55301
clauxel
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, recei…
— ○ ⏳ — — — — — —
55302
xiaojiou176-open
Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…
— ○ ⏳ — N/A N/A — 95 —
55303
DrRuin
Webustler Claim
Enables clean, LLM-ready markdown extraction from any URL with automatic anti-b…
— ○ ⏳ — — — — 81 —
55304
reviewmyemails
Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
— ○ ⏳ — N/A N/A — 83 —
55305
anp2protocol
Economic protocol for AI agents — identity + reputation + credit + Sybil resist…
— ○ ⏳ — N/A N/A — — —
55306
api-jarvisclaw
Unified AI API marketplace - LLMs, image, video, audio, MCP tools with x402 pay…
— ○ ⏳ — — — — 81 —
55307
Nickalus12
PSKit Claim
Neural-safe PowerShell automation server for AI agents, enabling file managemen…
— ○ ⏳ — — — — — —
55308
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
— ○ ⏳ — N/A N/A — 95 —
55309
Local-first security check for AI coding agents: secrets, .env exposure, git-hi…
— ○ — N/A N/A — 81 —
55310
Atum246
An MCP server that provides AI agents with tools to build, deploy, and manage F…
— ○ ⏳ — — — — — —
55311
datpaq
DATPAQ Claim
34 production API tools over one hosted MCP endpoint.
— ○ ⏳ — — — — — —
55312
AsterPay
EUR settlement + trust for AI agent commerce: budgets, KYA, merchant discovery.…
— ○ ⏳ — — — — — —
55313
axel-belfort
DEX liquidity depth analysis API for AI agents. Analyze Uniswap V3 pool liquidi…
— ○ ⏳ — N/A N/A — 95 —
55314
viniciuslazzari
Bolsai Claim
Provides Brazilian financial market data including stock prices, fundamentals, …
— ○ ⏳ — — — — — —
55315
sebastianall1977
gmail-mcp6 Claim
— ○ ⏳ — N/A N/A — 95 —
55316
in-parallel-oy
In Parallel Claim
The context layer for your company's AI: your team's decisions, meetings and pl…
— ○ ⏳ — — — — — —
55317
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
— ○ ⏳ — N/A N/A — 81 —
55318
pipelinescientists
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
— ○ ⏳ — — — — 81 —
55319
govannes
Gleanit Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
— ○ ⏳ — — — — — —
55320
mesquitadev
MCP server for Oracle Database enabling AI assistants to explore schemas, run q…
— ○ ⏳ — — — — — —
55321
mickey-mikey
Enables AI agents to search AustLII (Australian Legal Information Institute) fo…
— ○ ⏳ — — — — 81 —
55322
ramoira
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
— ○ ⏳ — — — — — —
55323
miniaccountant
Invoicing, expenses, accounting analytics. OAuth 2.1 dynamic client registratio…
— ○ ⏳ — — — — — —
55324
MetricSpot
seo-mcp Claim
Six tools for SEO and AI-readability audits. 91 checks, 11 score modules.
— ○ ⏳ — — — — — —
55325
cyanheads
Guardian Open Platform — search and retrieve full article text from The Guardia…
— ○ ⏳ — N/A N/A — — —
55326
rlowndes9
Enables AI agents to audit and analyze Zendesk instances through a read-only MC…
— ○ ⏳ — — — — — —
55327
Younghef
nutriref Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
— ○ ⏳ — N/A N/A — — —
55328
junter1989k-ai
Costa Rica Hacienda v4.4: AI agents submit and query electronic invoices, state…
— ○ ⏳ — — — — — —
55329
mustafa-karakoyun
weather-mcp1 Claim
— ○ ⏳ — N/A N/A — 95 —
55330
clauxel
AI agent run monitoring with incident replay and SLA receipts.
— ○ ⏳ — — — — — —
55331
marian-kamenistak
Build your mentoring inquiry with Marian Kamenistak: formal offer in 16 minutes…
— ○ ⏳ — — — — — —
55332
appstackllc
Noise data tools: city noise rankings, decibel levels of common sounds, NIOSH s…
— ○ ⏳ — — — — — —
55333
golem15com
MCP server for Inventory (whereiput.it) that enables searching, full CRUD opera…
— ○ ⏳ — — — — — —
55334
dubsoft
Arc Research Claim
Commodities research MCP: knowledge graph, COT, NG storage/weather, quotes, and…
— ○ ⏳ — — — — — —
55335
FreddieWho
paperSearch Claim
Enables AI coding agents to search academic papers, resolve biomedical entities…
— ○ ⏳ — N/A N/A — — —
55336
CrashBytes
Trigger events, query channels, and manage realtime messaging on Pusher Channel…
— ○ ⏳ — N/A N/A — 83 —
55337
automindz-solutions
Hyreflow Claim
Recruitment automation: source, enrich, qualify and sequence candidates, push t…
— ○ ⏳ — — — — — —
55338
Anioko
archiet-xray Claim
Deterministic repo architecture maps: auth coverage, blast radius, readiness sc…
— ○ ⏳ — N/A N/A — — —
55339
AMEOBIUS
openDAW MCP Claim
250 MCP tools for agent-native control of openDAW, a browser-based DAW
— ○ ⏳ — N/A N/A — — —
55340
MediaZione
Telegram channels you administer: analytics, content plans, scheduled publishin…
— ○ ⏳ — — — — — —
55341
RupeshEY
A Model Context Protocol (MCP) server for managing Google Calendar events.
— ○ ⏳ — — — — — —
55342
kelnix
Turn any receipt into structured, accounting-ready JSON or clean Markdown with …
— ○ ⏳ — — — — 81 —
55343
fundchainteam
Fundchain Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
— ○ ⏳ — N/A N/A — — —
55344
clamp
Clamp Analytics Claim 1
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
— ○ ⏳ — — — — 81 —
55345
TamalAdebisi
phasefolio Claim
Biotech rNPV/PoS engine for AI agents. Signed exports, evidence register, asset…
— ○ ⏳ — — — — — —
55346
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
— ○ ⏳ — — — — — —
55347
AlexandreCalvet
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
— ○ ⏳ — — — — 81 —
55348
liuxiaotong
DataCheck Claim
Multi-dimensional data quality validation and statistical anomaly detection for…
— ○ ⏳ — N/A N/A — — —
55349
AlexanderKaan
UIcockpit Claim
Generate a design system from a brief, then verify your AI stays on it.
— ○ ⏳ — N/A N/A — — —
55350
fasuizu-br
tts Claim
Hosted pay-per-use TTS: 54 neural voices, 9 languages incl. Brazilian Portugues…
— ○ ⏳ — — — — — —
Showing 55301–55350 of 69135 servers