MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29851 |
Market intelligence for AI agents. Real-time data, cross-market analysis, and r…
|
F 27 3⁄5 | ||||||||
| 29852 |
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
|
F 27 3⁄5 | ||||||||
| 29853 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 29854 |
2o
Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
|
F 27 3⁄5 | ||||||||
| 29855 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||
| 29856 |
bulk-url-checker
Claim
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
|
F 27 3⁄5 | ||||||||
| 29857 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 29858 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 29859 |
AgentTrust
Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
|
F 27 3⁄5 | ||||||||
| 29860 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 29861 |
vap-e
Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
|
F 27 3⁄5 | ||||||||
| 29862 |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
|
F 27 3⁄5 | ||||||||
| 29863 |
Giskard Origin
Claim
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
|
F 27 3⁄5 | ||||||||
| 29864 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 29865 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 29866 |
egnyte-remote
Claim
Secure integration between AI tools and Egnyte content with search, analysis, a…
|
F 27 3⁄5 | ||||||||
| 29867 |
Pharma Intel
Claim
Pharma Intel MCP — Compound tools that chain ClinicalTrials.gov,
|
F 27 3⁄5 | ||||||||
| 29868 |
MCP server for the HubSpot Integrations Center HubDB: search and retrieve integ…
|
F 27 3⁄5 | ||||||||
| 29869 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 29870 |
Gemina FileTag
Claim
Tag, rename, and enrich PDFs and images. Free tier: 1,500 tags/month, no credit…
|
F 27 3⁄5 | ||||||||
| 29871 |
SpendNod
Claim
AI agent spending controls. Set limits, blocklists, and caps. Approve transacti…
|
F 27 3⁄5 | ||||||||
| 29872 |
AI music production assistant — audio profiling, AI mixing sessions, and servic…
|
F 27 3⁄5 | ||||||||
| 29873 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 29874 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
|
F 27 3⁄5 | ||||||||
| 29875 |
Turaxia Connect Public
Claim
Public Turaxia MCP surface for building localized draft bundles from supplier U…
|
F 27 3⁄5 | ||||||||
| 29876 |
kernel-mcp-server
Claim
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
|
F 27 3⁄5 | ||||||||
| 29877 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 29878 |
European business data — French company check, EU VAT validation, legal search.
|
F 27 3⁄5 | ||||||||
| 29879 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 29880 |
AgnicPay
Claim
X402 payment MCP for AI agents. Auto-pay 300+ APIs with USDC on Base and Solana.
|
F 27 3⁄5 | ||||||||
| 29881 |
Linkbreakers MCP
Claim
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
|
F 27 3⁄5 | ||||||||
| 29882 |
smartling-mcp-server
Claim
Smartling MCP Server
|
F 27 3⁄5 | ||||||||
| 29883 |
Codey 律所管理系統
Claim
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
F 27 3⁄5 | ||||||||
| 29884 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 29885 |
CrabbitMQ
Claim
Async message queue for AI agents. Self-provision queues, push/poll messages, n…
|
F 27 3⁄5 | ||||||||
| 29886 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 29887 |
arch-tools-mcp
Claim
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
|
F 27 3⁄5 | ||||||||
| 29888 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 29889 |
vsfclub4
Claim
|
F 27 3⁄5 | ||||||||
| 29890 |
document-processing
Claim
Extract text from documents, manipulate PDFs, and perform OCR on images.
|
F 27 3⁄5 | ||||||||
| 29891 |
IOX Cloud
Claim
Deploy MCP servers and AI agents in seconds. AI generates code, deploy globally.
|
F 27 3⁄5 | ||||||||
| 29892 |
ABMeter
Claim
Feature flagging and A/B testing platform with AI-first experimentation workflo…
|
F 27 3⁄5 | ||||||||
| 29893 |
Streamline MCP Server
Claim
The Streamline MCP Server allow users to search, and download assets in PNG or …
|
F 27 3⁄5 | ||||||||
| 29894 |
Quadratik
Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
|
F 27 3⁄5 | ||||||||
| 29895 |
ReliaSim
Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
|
F 27 3⁄5 | ||||||||
| 29896 |
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
|
F 27 3⁄5 | ||||||||
| 29897 |
drinkedin
Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
|
F 27 3⁄5 | ||||||||
| 29898 |
college-baseball
Claim
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
|
F 27 3⁄5 | ||||||||
| 29899 |
mcp-relay
Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
|
F 27 3⁄5 | ||||||||
| 29900 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||