MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30451
saurabhsharma2u
The verified hub for conferences and journals. Powered by AI to match your scho…
F 30 35 10 0 81
30452
railwayapp
Railway MCP Claim
Develop, manage, and debug Railway projects, services, and deployments from wit…
F 30 35 10 0 81
30453
frontier-signal
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
F 30 35 10 0 81
30454
QuantOracle
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
F 30 35 10 0 81
30455
jhongjun1981
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
F 30 35 10 0 81
30456
raja
Dowhistle Claim
Connect with local businesses and services through precise location-based searc…
F 30 35 10 0 81
30457
admin-k56l
Know what the market is actually doing — not just price. Live orderflow from 20…
F 30 35 10 0 81
30458
tavurth
QChing Claim
**Explore the I Ching with Quantum-Randomness powered Reflection** Dive into…
F 30 35 10 0 81
30459
RuyaaCapital-admin
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
F 30 35 10 0 81
30460
axel-belfort
Website technology detection API for AI agents. Identify 50+ technologies on an…
F 30 35 10 0 81
30461
parsley
Parsley Claim
Query buyer intent signals, MEDDIC qualifications, and lead scores from your Pa…
F 30 35 10 0 81
30462
icons8community
icons8mcp Claim
F 30 35 10 0 81
30463
achilles-safehavencalls
pentagonal Claim
**AI-powered smart contract forge** with an 8-agent adversarial security audit …
F 30 35 10 0 81
30464
cyphergoat
cyphergoat Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
F 30 35 10 0 81
30465
trackingtime
Query time entries, projects, tasks, and team productivity data from any AI ass…
F 30 35 10 0 81
30466
mrodasensio
Access U.S. National Weather Service alerts, forecasts, radar, observations, an…
F 30 35 10 0 81
30467
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
30468
wkruithof
MetricSign Claim
Monitor and troubleshoot your Power BI refreshes. Get refresh status, incidents…
F 30 35 10 0 81
30469
maayanyosef
The Explorium Business Data Hub provides AI tools with access to: Company Sear…
F 30 35 10 0 81
30470
kangaroo-Ifly
Soundside-ai Claim
Generate and edit professional multimedia content including videos, images, aud…
F 30 35 10 0 81
30471
snaprender
SnapRender Claim
Capture high-quality screenshots and PDFs of any website with advanced features…
F 30 35 10 0 81
30472
moemollaei-org
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
F 30 35 10 0 81
30473
aggKartik
Linear Claim
Manage issues, projects, documents, and cycles in your Linear workspace. Create…
F 30 35 10 0 81
30474
nwokikeonyeka
# Flet MCP Server [![PyPI Version](https://img.shields.io/pypi/v/flet-mcp-serv…
F 30 35 10 0 81
30475
plainmarkdown
Converts web page URLs into clean, structured Markdown or plain text optimized …
F 30 35 10 0 81
30476
captureai
capture Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
F 30 35 10 0 81
30477
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
F 30 35 10 0 81
30478
node2flow
Google Sheets Claim 1
MCP server for Google Sheets : read, write, format, and manage spreadsheets thr…
F 30 35 10 0 81
30479
actiongate
ActionGate Claim
Evaluate risk scores and simulate outcomes to make informed business decisions.…
F 30 35 10 0 81
30480
paracetamol951
# Kash MCP Server — Official Integration > **Connect your Kash business to Cla…
F 30 35 10 0 81
30481
csgaglobal
COBOL Bridge Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
F 30 35 10 0 81
30482
axel-belfort
DeFi yield aggregator API for AI agents. Find the best lending, staking, and LP…
F 30 35 10 0 81
30483
hamid-vakilzadeh
The server provides immediate access to millions of academic papers through Sem…
F 30 35 10 0 81
30484
TriloHQ
Trilo Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
F 30 35 10 0 81
30485
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 35 10 0 81
30486
multiplistos
Multiplist Claim
Multiplist is an IP vault with citations, acting as an interoperable source of …
F 30 35 10 0 81
30487
infobip-mcp
Search Infobip documentation to quickly find guides, use cases, and best practi…
F 30 35 10 0 81
30488
maxbeech
Athenic Claim
Transform Your AI Assistant into a True Business Automation Platform Athenic i…
F 30 35 10 0 81
30489
jalpp
Chessagine Claim
Analyze chess positions using powerful engines like Stockfish, Leela, and Maia.…
F 30 35 10 0 81
30490
node2flow
Google Calendar Claim 1
MCP server for Google Calendar : create events, manage calendars, check availab…
F 30 35 10 0 81
30491
mjcaballero1126
lia Claim
Share a brief name and what your server does so I can craft a clean title and b…
F 30 35 10 0 81
30492
xatbot
Orbitax Claim
Access comprehensive global tax data, compliance tracking, and regulatory updat…
F 30 35 10 0 81
30493
frenexai
frenex.ai Claim
Participate in prediction markets and share analytical opinions to build credib…
F 30 35 10 0 81
30494
xtomd
Convert X (Twitter) articles, tweets, and threads to clean Markdown. Free, n…
F 30 35 10 0 81
30495
agentry
The Registry for the Agent Economy Discover, verify, and connect with AI agents…
F 30 35 10 0 81
30496
node2flow
Notion Claim 1
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
F 30 35 10 0 81
30497
knitify
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
F 30 35 10 0 81
30498
tripuck894
Tripuck Claim
Tripuck — Flight Meta-Search & Meeting Point..
F 30 35 10 0 81
30499
DevsHero
ShadowCrawl Claim
Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg …
F 30 35 10 0 81
30500
upstash
Context7 Claim
Fetch up-to-date, version-specific documentation and code examples directly int…
F 30 35 10 0 81
Showing 30451–30500 of 66549 servers
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