MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29151 |
MailJunky
Claim
Send emails, track events, and manage contacts with MailJunky.
|
F 27 3⁄5 | ||||||||
| 29152 |
claude-context-bridge
Claim
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
F 27 3⁄5 | ||||||||
| 29153 |
Trade Intel
Claim
Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,
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F 27 3⁄5 | ||||||||
| 29154 |
Streamline MCP Server
Claim
The Streamline MCP Server allow users to search, and download assets in PNG or …
|
F 27 3⁄5 | ||||||||
| 29155 |
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
|
F 27 3⁄5 | ||||||||
| 29156 |
college-baseball
Claim
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
|
F 27 3⁄5 | ||||||||
| 29157 |
ai-cost-optimizer
Claim
Cloudflare Workers MCP server: ai-cost-optimizer
|
F 27 3⁄5 | ||||||||
| 29158 |
Inferventis MCP Server
Claim
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
|
F 27 3⁄5 | ||||||||
| 29159 |
Content Engine
Claim
AI content creation for autonomous agents. Generate video scripts, images, an…
|
F 27 3⁄5 | ||||||||
| 29160 |
semantic-search
Claim
Semantic search for Historical Soundscapes. Search eventos, entities, filters. …
|
F 27 3⁄5 | ||||||||
| 29161 |
talent-ecosystem
Claim
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
|
F 27 3⁄5 | ||||||||
| 29162 |
AgentDilemma
Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
|
F 27 3⁄5 | ||||||||
| 29163 |
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
|
F 27 3⁄5 | ||||||||
| 29164 |
foundation-discovery
Claim
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
|
F 27 3⁄5 | ||||||||
| 29165 |
mcp
Claim
GibsonAI MCP server: manage your databases with natural language
|
F 27 3⁄5 | ||||||||
| 29166 |
Willform Agent
Claim
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
|
F 27 3⁄5 | ||||||||
| 29167 |
Meepo Studio
Claim
AI design platform. Create designs, carousels, videos, and campaigns from any A…
|
F 27 3⁄5 | ||||||||
| 29168 |
0xHumans Protocol MCP
Claim
MCP for AI agents: financing, skills, lending on Base
|
F 27 3⁄5 | ||||||||
| 29169 |
convergealpha
Claim
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
|
F 27 3⁄5 | ||||||||
| 29170 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 29171 |
mcp-relay
Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
|
F 27 3⁄5 | ||||||||
| 29172 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||
| 29173 |
PILLAR GTM OS
Claim
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
|
F 27 3⁄5 | ||||||||
| 29174 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 29175 |
Grid
Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
|
F 27 3⁄5 | ||||||||
| 29176 |
SaaSforIT Directory
Claim
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
|
F 27 3⁄5 | ||||||||
| 29177 |
ReliaSim
Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
|
F 27 3⁄5 | ||||||||
| 29178 |
Connectivity Index
Claim
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
|
F 27 3⁄5 | ||||||||
| 29179 |
Loblaw Grocery Search
Claim
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
|
F 27 3⁄5 | ||||||||
| 29180 |
Codey 律所管理系統
Claim
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
F 27 3⁄5 | ||||||||
| 29181 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 29182 |
OECD MCP Server
Claim
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
|
F 27 3⁄5 | ||||||||
| 29183 |
drinkedin
Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
|
F 27 3⁄5 | ||||||||
| 29184 |
STACK
Claim
Runtime control plane for AI agents. ~80 MCP tools. OAuth on first call. EU-hos…
|
F 27 3⁄5 | ||||||||
| 29185 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 29186 |
speakmanai
Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
|
F 27 3⁄5 | ||||||||
| 29187 |
AgentTrust
Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
|
F 27 3⁄5 | ||||||||
| 29188 |
Ansvar: US Law
Claim
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
|
F 27 3⁄5 | ||||||||
| 29189 |
EP AgentIAM
Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
|
F 27 3⁄5 | ||||||||
| 29190 |
World Bank Indicators
Claim
Access World Bank development indicators for 200+ countries.
|
F 27 3⁄5 | ||||||||
| 29191 |
MCP server for Monika Skorykow workshops - browse prices and promotions
|
F 27 3⁄5 | ||||||||
| 29192 |
2o
Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
|
F 27 3⁄5 | ||||||||
| 29193 |
arch-tools-mcp
Claim
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
|
F 27 3⁄5 | ||||||||
| 29194 |
fermi
Claim
Calibrated probability distributions from natural-language questions via REST a…
|
F 27 3⁄5 | ||||||||
| 29195 |
Search and book last-minute tours and activities in 28 cities from 21 suppliers.
|
F 27 3⁄5 | ||||||||
| 29196 |
AML/CFT compliance oracle: wallet screening, sanctions, PEPs, jurisdiction risk.
|
F 27 3⁄5 | ||||||||
| 29197 |
pullsheet-diagnostics
Claim
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
|
F 27 3⁄5 | ||||||||
| 29198 |
Dot - AI Data Analyst
Claim
Ask data questions in natural language. Get SQL, insights, and charts from your…
|
F 27 3⁄5 | ||||||||
| 29199 |
Konstruct
Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
|
F 27 3⁄5 | ||||||||
| 29200 |
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
|
F 27 3⁄5 | ||||||||