MCP Server Quality Scores

Independent quality analysis of 64827 public MCP servers

64827
Discovered
30779
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29851
traderhc123
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
F 27 35 0 0 81
29852
chetparker
UK Data API Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
F 27 35 0 0 81
29853
KISOpenAPI
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
F 27 35 0 0 81
29854
russellshen1992
2o Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
F 27 35 0 0 81
29855
scoutexchange
Classification service to seamlessly retrieve SOC codes for job titles and desc…
F 27 35 0 0 81
29856
carlosofscience
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
F 27 35 0 0 81
29857
Multi-DAC
omni-oracle Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
F 27 35 0 0 81
29858
BibekStha
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
F 27 35 0 0 81
29859
xrpl
AgentTrust Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
F 27 35 0 0 81
29860
RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
F 27 35 0 0 81
29861
vapagentmedia
vap-e Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
F 27 35 0 0 81
29862
OrrisTech
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
F 27 35 0 0 81
29863
giskard09
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
F 27 35 0 0 81
29864
santiago.blanco.vilchez
Create and manage tenants with streamlined setup. Seed and update document temp…
F 27 35 0 0 81
29865
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
29866
sachin-shetty
Secure integration between AI tools and Egnyte content with search, analysis, a…
F 27 35 0 0 81
29867
pipeworx-io
Pharma Intel Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
F 27 35 0 0 81
29868
Centrify-Internal
MCP server for the HubSpot Integrations Center HubDB: search and retrieve integ…
F 27 35 0 0 81
29869
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 35 0 0 81
29870
tommyil
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
F 27 35 0 0 81
29871
gstack-ds
SpendNod Claim
AI agent spending controls. Set limits, blocklists, and caps. Approve transacti…
F 27 35 0 0 81
29872
kimny1143
AI music production assistant — audio profiling, AI mixing sessions, and servic…
F 27 35 0 0 81
29873
kevincogan
Demo server entry for local testing
F 27 35 0 0 81
29874
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
F 27 35 0 0 81
29875
Turaxia
Public Turaxia MCP surface for building localized draft bundles from supplier U…
F 27 35 0 0 81
29876
onkernel
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
F 27 35 0 0 81
29877
D4umak
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
F 27 35 0 0 81
29878
BricePourLe13
European business data — French company check, EU VAT validation, legal search.
F 27 35 0 0 81
29879
ALDC-io
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
F 27 35 0 0 81
29880
agnicpay-prog
AgnicPay Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
F 27 35 0 0 81
29881
linkbreakers-com
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
F 27 35 0 0 81
29882
Smartling
Smartling MCP Server
F 27 35 0 0 81
29883
peterliu1212
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
F 27 35 0 0 81
29884
lazymac2x
Cloudflare Workers MCP server: ai-cost-optimizer
F 27 35 0 0 81
29885
crabbitmq
CrabbitMQ Claim
Async message queue for AI agents. Self-provision queues, push/poll messages, n…
F 27 35 0 0 81
29886
example
Provides metadata information to AI agents through the search API.
F 27 35 0 0 81
29887
Deesmo
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
F 27 35 0 0 81
29888
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 35 0 0 81
29889
luis.ticas1
vsfclub4 Claim
F 27 35 0 0 81
29890
filegraph
Extract text from documents, manipulate PDFs, and perform OCR on images.
F 27 35 0 0 81
29891
meruada
IOX Cloud Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
F 27 35 0 0 81
29892
abmeter
ABMeter Claim
Feature flagging and A/B testing platform with AI-first experimentation workflo…
F 27 35 0 0 81
29893
webalys-hq
The Streamline MCP Server allow users to search, and download assets in PNG or …
F 27 35 0 0 81
29894
quadratik-ai
Quadratik Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
F 27 35 0 0 81
29895
chiaha-ai
ReliaSim Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
F 27 35 0 0 81
29896
chaehomie
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
F 27 35 0 0 81
29897
haim-barad
drinkedin Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
F 27 35 0 0 81
29898
ahump20
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
F 27 35 0 0 81
29899
runrelay
mcp-relay Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
F 27 35 0 0 81
29900
FINTRX-Inc
fintrx-mcp Claim
Bring FINTRX's family office and RIA intelligence into Claude.
F 27 35 0 0 81
Showing 29851–29900 of 64827 servers
« Prev 1 596 597 598 599 600 1297 Next »