MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30801 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 30802 |
Rephonic
Claim
Research 3M+ podcasts with audience data, contacts, episodes, transcripts, char…
|
F 27 3⁄5 | ||||||||
| 30803 |
Codey 律所管理系統
Claim
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
F 27 3⁄5 | ||||||||
| 30804 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 30805 |
clawmanagerfleet-mcp
Claim
A paid remote MCP for ClawManager, built to return verdicts, receipts, usage lo…
|
F 27 3⁄5 | ||||||||
| 30806 |
Generate, edit, and explore AI images. Flux, Imagen, LoRA identity swap, upscal…
|
F 27 3⁄5 | ||||||||
| 30807 |
cave-title
Claim
AI real estate settlement with 5 specialized agents for blockchain transfers in…
|
F 27 3⁄5 | ||||||||
| 30808 |
AI music production assistant — audio profiling, AI mixing sessions, and servic…
|
F 27 3⁄5 | ||||||||
| 30809 |
Genei
Claim
Manage logistics operations by comparing shipping prices and creating shipments…
|
F 27 3⁄5 | ||||||||
| 30810 |
univercity-mcp
Claim
8-dimension business diagnosis with Revenue Leak Score and triple-option recomm…
|
F 27 3⁄5 | ||||||||
| 30811 |
MCP Data Converter
Claim
Convert between 200+ format pairs: JSON, CSV, XML, YAML, PDF, Excel, DOCX and m…
|
F 27 3⁄5 | ||||||||
| 30812 |
intentweave-mcp
Claim
Hosted MCP for verified B2B lead campaigns with success-only billing.
|
F 27 3⁄5 | ||||||||
| 30813 |
Eurostat Statistics
Claim
Access European statistics: GDP, unemployment, inflation, population data.
|
F 27 3⁄5 | ||||||||
| 30814 |
Attest
Claim
Scan agent payment endpoints (x402, AP2, L402, MPP, 402) for a trust grade A-F …
|
F 27 3⁄5 | ||||||||
| 30815 |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
|
F 27 3⁄5 | ||||||||
| 30816 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 30817 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 30818 |
An MCP server that provides congressional transcripts
|
F 27 3⁄5 | ||||||||
| 30819 |
Plan group events together: dates, itineraries, expenses, polls, and tasks.
|
F 27 3⁄5 | ||||||||
| 30820 |
63 MCP tools for loyalty programs, rewards, and member operations with HITL app…
|
F 27 3⁄5 | ||||||||
| 30821 |
TubExperto
Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
|
F 27 3⁄5 | ||||||||
| 30822 |
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
|
F 27 3⁄5 | ||||||||
| 30823 |
semantic-search
Claim
Semantic search for Historical Soundscapes. Search eventos, entities, filters. …
|
F 27 3⁄5 | ||||||||
| 30824 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 30825 |
vap-e
Claim
AI media generation for agents. Images via FLUX 1.1 Pro, videos via Veo 3.1.
|
F 27 3⁄5 | ||||||||
| 30826 |
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
|
F 27 3⁄5 | ||||||||
| 30827 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 30828 |
sylex-search
Claim
Universal search engine for AI agents. Discover products, services, and busines…
|
F 27 3⁄5 | ||||||||
| 30829 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
|
F 27 3⁄5 | ||||||||
| 30830 |
EP AgentIAM
Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
|
F 27 3⁄5 | ||||||||
| 30831 |
Turaxia Connect Public
Claim
Public Turaxia MCP surface for building localized draft bundles from supplier U…
|
F 27 3⁄5 | ||||||||
| 30832 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||
| 30833 |
fermi
Claim
Calibrated probability distributions from natural-language questions via REST a…
|
F 27 3⁄5 | ||||||||
| 30834 |
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
|
F 27 3⁄5 | ||||||||
| 30835 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 30836 |
cdgcsearchmetadata
Claim
Provides metadata information to AI agents through the search API.
|
F 27 3⁄5 | ||||||||
| 30837 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 30838 |
ABMeter
Claim
Run A/B experiments through your AI assistant. SDKs for Ruby, Python, JS, Node,…
|
F 27 3⁄5 | ||||||||
| 30839 |
Mediastack News
Claim
Track breaking news worldwide with granular filters for keywords, sources, coun…
|
F 27 3⁄5 | ||||||||
| 30840 |
vsfclubmcpsrimaan
Claim
|
F 27 3⁄5 | ||||||||
| 30841 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 30842 |
STACK
Claim
Runtime control plane for AI agents. ~80 MCP tools. OAuth on first call. EU-hos…
|
F 27 3⁄5 | ||||||||
| 30843 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 30844 |
AgentBuilders
Claim
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
|
F 27 3⁄5 | ||||||||
| 30845 |
Monitor websites, APIs and services with 44 tools across 22 protocols
|
F 27 2⁄5 | ||||||||
| 30846 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 30847 |
Lassare
Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
|
F 27 3⁄5 | ||||||||
| 30848 |
US weather alerts from NWS: warnings, watches, advisories by state. $0.01/query.
|
F 27 3⁄5 | ||||||||
| 30849 |
Quadratik
Claim
Search and manage 220M+ B2B contacts. Filter by title, industry, location, and …
|
F 27 3⁄5 | ||||||||
| 30850 |
is-real-biz
Claim
Verify business legitimacy by domain or name in <2s. Trust score, verdict, evid…
|
F 27 3⁄5 | ||||||||