MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42151 |
testlocal_mcp1
Claim
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| 42152 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 42153 |
gemini-mcp-local
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| 42154 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 42155 |
WalletGrower MCP Server
Claim
Enables AI agents to search, compare, and get personalized recommendations for …
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| 42156 |
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
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| 42157 |
Review Guru MCP Server
Claim
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
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| 42158 |
Microsoft SQL Server
Claim
Read-only MCP for Microsoft SQL Server: metadata discovery, parameterized SELEC…
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| 42159 |
case-mcp
Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
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| 42160 |
EODHD MCP Server
Claim
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
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| 42161 |
gmc-mcp
Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
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| 42162 |
Nih Reporter
Claim
NIH RePORTER MCP — every NIH-funded research project (free, no auth)
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| 42163 |
Ship software securely with an AI AppSec Agent
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| 42164 |
code-explainer
Claim
Cloudflare Workers MCP server: code-explainer
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| 42165 |
Network MCP Lab
Claim
MCP server for executing show commands and managing Cisco IOS-XE network device…
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| 42166 |
claude-skill-validator
Claim
Cloudflare Workers MCP server: claude-skill-validator
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| 42167 | — | |||||||||
| 42168 |
Great Question
Claim
Great Question is the Agentic UX research platform for product builders. Run in…
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| 42169 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
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| 42170 |
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
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| 42171 |
helloworld
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| 42172 |
AI Applyd
Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
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| 42173 |
Toleno Network
Claim
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
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| 42174 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 42175 |
karellen-jdb-mcp
Claim
Enables LLMs to debug Java applications using JDB, supporting breakpoints, step…
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| 42176 |
sn-patterns-mcp
Claim
Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents…
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| 42177 |
opnsense-mcp
Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
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| 42178 |
MemoryMesh
Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
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| 42179 |
stack-overflow-mcp-light
Claim
MCP server for searching Stack Overflow questions and retrieving answers with b…
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| 42180 |
kali-mcp
Claim
Enables AI assistants to run Kali Linux security tools in an isolated Docker co…
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| 42181 |
Unphurl
Claim
URL intelligence for AI agents. One URL in, structured security and data qualit…
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| 42182 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 42183 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 42184 |
Serial MCP Server
Claim
Enables AI tools like Claude Code and Codex CLI to read and write serial port d…
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| 42185 |
Cloudflare Workers MCP server: code-pattern-risk-scanner
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| 42186 |
mcp-outline
Claim
Enables Claude Code to search and retrieve documents from an Outline knowledge …
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| 42187 |
Laboratorio MCP Gateway
Claim
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
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| 42188 |
codeqr-mcp-server
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| 42189 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
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| 42190 |
mcp-server
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| 42191 |
yandex-tracker-mcp
Claim
MCP server for Yandex Tracker API, enabling AI assistants to search, read, crea…
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| 42192 |
Kraken Pro MCP
Claim
Enables natural language trading and market data queries on Kraken Pro via Gemi…
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| 42193 |
quanttogo-mcp
Claim
Quantitative trading strategies, market indices, and live performance data
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| 42194 |
MCP server for Terraform — automatically validates, secures, and estimates clou…
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| 42195 |
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| 42196 |
UISP API MCP Server
Claim
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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| 42197 |
filing-intelligence
Claim
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
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| 42198 |
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
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| 42199 |
carapidev
Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
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| 42200 |
mcpdeprecation-mcp
Claim
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
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