MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36251 |
cissp-study-group
Claim
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
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| 36252 |
An MCP server that extracts clean, structured Markdown content from web page UR…
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| 36253 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
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| 36254 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
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| 36255 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 36256 |
mcp
Claim
Entropy0 MCP server — source trust and URL safety tools for AI agents
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| 36257 |
sip
Claim
The sip MCP (Model Context Protocol) integration provides a powerful way to aut…
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| 36258 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
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| 36259 |
Natural language interface designed for agentic applications to manage and sear…
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| 36260 |
MCP SBOM Server
Claim
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
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| 36261 |
OpenClaw Consensus
Claim
9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
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| 36262 |
vigil-fraud-alert
Claim
Proximity-based card fraud detection with AI risk scoring.
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| 36263 |
MCP Inflow Ingredients
Claim
Enables AI assistants to interact with Inflow Inventory API for managing ingred…
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| 36264 |
skaut-mcp
Claim
Tech product recommendations for Chile with real prices in CLP.
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| 36265 |
Automate GitHub development from task discovery to PR merge with session-based …
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| 36266 |
dbx
Claim
Query databases from AI agents using connections configured in DBX.
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| 36267 |
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
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| 36268 |
Convai Analytics
Claim
Analyze Convai sessions, latency, reliability, usage, and provider telemetry vi…
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| 36269 |
vibecheck-mcp
Claim
AI Code Firewall — MCP Server for hallucination prevention in AI development
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| 36270 |
mcp-gateway
Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
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| 36271 |
A template for deploying remote MCP servers to Cloudflare Workers without authe…
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| 36272 |
unfragile
Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
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| 36273 |
env-blueprint-validator
Claim
Cloudflare Workers MCP server: env-blueprint-validator
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| 36274 |
Enables users to manage expenses with category support, including adding expens…
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| 36275 |
Agent Index MCP Server
Claim
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
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| 36276 |
Reactive Resume
Claim
Reactive Resume is a free and open-source resume builder designed to simplify t…
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| 36277 |
Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 t…
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| 36278 |
codegworkspace-mcp
Claim
A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…
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| 36279 |
mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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| 36280 |
MCP server for vacation rental direct bookings. Search properties, check availa…
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| 36281 |
fastmcpruntime-mcp
Claim
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, us…
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| 36282 |
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
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| 36283 |
Enables creating and managing automated workflows with triggers, actions, webho…
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| 36284 |
MCHS NWAU Calculator
Claim
Stdio MCP server for MCHS schemas, validation, support status, and evidence.
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| 36285 |
ebenova-insights
Claim
Reddit and Nairaland keyword monitoring with AI reply drafts.
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| 36286 |
cq_mcp
Claim
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| 36287 |
azm
Claim
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| 36288 |
outlook-mcp
Claim
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| 36289 |
Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.
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| 36290 |
ai-provider-status
Claim
Cloudflare Workers MCP server: ai-provider-status
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| 36291 |
wiki-mcp
Claim
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| 36292 |
outlook-mcp
Claim
Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
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| 36293 |
frostbyte
Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
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| 36294 |
Wireshark MCP Server
Claim
Enterprise network analysis platform that enables AI-powered packet analysis, t…
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| 36295 |
Nigerian & Commonwealth legal reasoning, RAG search, contract analysis, and cit…
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| 36296 |
Next Role
Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
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| 36297 |
bazos-mcp
Claim
MCP server for interacting with Bazos.cz and Bazos.sk
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| 36298 |
BidSparq
Claim
55 tools for federal/state/local RFPs, awards, vendors, contact graph, contract…
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| 36299 |
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
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| 36300 |
OrcaRouter
Claim
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add ke…
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