MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29401 |
|
F 27 3⁄4 | ||||||||
| 29402 |
Remote MCP server for China brand visibility, destination demand, and KOL disco…
|
F 27 3⁄5 | ||||||||
| 29403 |
ZUGFeRD Validator
Claim
Validiert E-Rechnungen (ZUGFeRD/Factur-X, XRechnung) gegen EN 16931 mit Korrekt…
|
F 27 3⁄5 | ||||||||
| 29404 |
AllocContext
Claim
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
|
F 27 3⁄5 | ||||||||
| 29405 |
Meepo Studio
Claim
AI design platform. Create designs, carousels, videos, and campaigns from any A…
|
F 27 3⁄5 | ||||||||
| 29406 |
NHTSA MCP — wraps the NHTSA vPIC (Vehicle Product Information Catalog) API (fre…
|
F 27 3⁄5 | ||||||||
| 29407 |
Signal Synthesis
Claim
Access real-time market data and historical financial records from multiple fin…
|
F 27 3⁄5 | ||||||||
| 29408 |
fintrx-mcp
Claim
Bring FINTRX's family office and RIA intelligence into Claude.
|
F 27 3⁄5 | ||||||||
| 29409 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 29410 |
Publish markdown documents as public share links with mermaid diagrams. Built b…
|
F 27 3⁄5 | ||||||||
| 29411 |
Compliance Auditor MCP
Claim
City hiring-compliance MCP server with regulation search and full audit risk sc…
|
F 27 3⁄5 | ||||||||
| 29412 |
agentic_commerce
Claim
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
|
F 27 3⁄5 | ||||||||
| 29413 |
Trade Intel
Claim
Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,
|
F 27 3⁄5 | ||||||||
| 29414 |
pyth-hermes-mcp
Claim
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
|
F 27 3⁄5 | ||||||||
| 29415 |
Classification service to seamlessly retrieve SOC codes for job titles and desc…
|
F 27 3⁄5 | ||||||||
| 29416 |
priceapi_mcp
Claim
|
F 27 3⁄5 | ||||||||
| 29417 |
Grid
Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
|
F 27 3⁄5 | ||||||||
| 29418 |
OpenFDA Safety Data
Claim
Search FDA safety data: drug adverse events, recalls, and device events.
|
F 27 3⁄5 | ||||||||
| 29419 |
WhichModel
Claim
Cost-optimized LLM model routing recommendations for autonomous AI agents
|
F 27 3⁄5 | ||||||||
| 29420 |
fixatia-property-search
Claim
Search real estate auction properties across Europe with filtering by country, …
|
F 27 3⁄5 | ||||||||
| 29421 |
mcp-server
Claim
AI-powered product management: backlog optimization, scheduling, forecasting, a…
|
F 27 3⁄5 | ||||||||
| 29422 |
vsfclubmcpsrimaan
Claim
|
F 27 3⁄5 | ||||||||
| 29423 |
webforj-mcp
Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
|
F 27 3⁄5 | ||||||||
| 29424 |
Venture intelligence for autonomous agents with discovery, scoring, and workspa…
|
F 27 3⁄5 | ||||||||
| 29425 |
api
Claim
Purpose-aware accessibility scoring for every coordinate in Japan.
|
F 27 3⁄5 | ||||||||
| 29426 |
Turaxia Connect Public
Claim
Public Turaxia MCP surface for building localized draft bundles from supplier U…
|
F 27 3⁄5 | ||||||||
| 29427 |
Tenant Builder
Claim
Create and manage tenants with streamlined setup. Seed and update document temp…
|
F 27 3⁄5 | ||||||||
| 29428 |
AgentIndex
Claim
Search 15K+ MCP services, A2A agents, and x402 APIs from 5 registries. Paid via…
|
F 27 3⁄5 | ||||||||
| 29429 |
vsfclub5
Claim
|
F 27 3⁄5 | ||||||||
| 29430 |
Bizfile MCP
Claim
Company intelligence and sanctions screening across 130+ jurisdictions and 328 …
|
F 27 3⁄5 | ||||||||
| 29431 |
Govcon Intel
Claim
GovCon Intel MCP — Compound tools that chain SAM.gov, USAspending,
|
F 27 3⁄5 | ||||||||
| 29432 |
vsfclub4
Claim
|
F 27 3⁄5 | ||||||||
| 29433 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 29434 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 29435 |
mcp-relay
Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
|
F 27 3⁄5 | ||||||||
| 29436 |
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
|
F 27 2⁄5 | ||||||||
| 29437 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 29438 |
toolcallwitness-mcp
Claim
A witness layer for AI agent tool calls.
|
F 27 3⁄5 | ||||||||
| 29439 |
drinkedin
Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
|
F 27 3⁄5 | ||||||||
| 29440 |
PubMed Clinical Research
Claim
Search 36M+ PubMed biomedical articles and ClinicalTrials.gov studies.
|
F 27 3⁄5 | ||||||||
| 29441 |
AI music production assistant — audio profiling, AI mixing sessions, and servic…
|
F 27 3⁄5 | ||||||||
| 29442 |
test
Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
|
F 27 3⁄5 | ||||||||
| 29443 |
Willform Agent
Claim
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
|
F 27 3⁄5 | ||||||||
| 29444 |
cosync-remote
Claim
Knowledge graph ingestion, entity search, ontology analysis, and CoSync scoring.
|
F 27 3⁄5 | ||||||||
| 29445 |
Autonomous LinkedIn SDR — voice-matched outreach, ICP generation, and campaign …
|
F 27 3⁄5 | ||||||||
| 29446 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 29447 |
entity-mcp
Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
F 27 3⁄5 | ||||||||
| 29448 |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
|
F 27 3⁄5 | ||||||||
| 29449 |
test-mcp
Claim
Greet anyone instantly by name. Discover the origin of 'Hello, World' via a han…
|
F 27 3⁄5 | ||||||||
| 29450 |
Model ID Cheatsheet
Claim
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
|
F 27 3⁄5 | ||||||||