MCP Server Quality Scores
Independent quality analysis of 44165 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43801 |
adzuna-mcp
Claim
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| 43802 |
number-automation
Claim
Greet people by name with quick, friendly salutations. Explore the origin story…
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| 43803 |
vibie-mcp
Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
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| 43804 |
basic-mcp
Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
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| 43805 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
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| 43806 |
JobDataLake
Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
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| 43807 |
postgres-mcp
Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
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| 43808 |
Converts any web page to clean Markdown, handling JS-heavy SPAs, paywalled cont…
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| 43809 |
Image Analysis Server
Claim
Analyze images and videos by providing URLs or local file paths. Gain insights …
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| 43810 |
Joplin MCP Server
Claim
Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
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| 43811 |
ibitlabs-mcp
Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
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| 43812 |
price-tracker-ai-mcp
Claim
price-tracker-ai-mcp MCP server by MEOK AI Labs
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| 43813 |
mcp-bizhawk
Claim
MCP server for BizHawk, the multi-system emulator. Drive NES, SNES, GB/GBC/GBA,…
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| 43814 |
UNHCR Refugee Statistics
Claim
This MCP (Model Context Protocol) server provides access to UNHCR data through …
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| 43815 |
focus-timer-ai-mcp
Claim
focus-timer-ai-mcp MCP server by MEOK AI Labs
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| 43816 |
AI List My Business
Claim
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
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| 43817 |
MCP Hive
Claim
MCP Clients Pay for Access to Commercial MCP Servers.
AI applications pay per r…
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| 43818 |
Kratos-MCP
Claim
A memory system for AI coding tools that stores and retrieves codebase context …
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| 43819 |
The human API for AI agents. When your agent hits a task it can't do — verify a…
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| 43820 |
mcp-brasil
Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
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| 43821 |
testlocal_mcp1
Claim
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| 43822 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 43823 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 43824 |
Review Guru MCP Server
Claim
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
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| 43825 |
case-mcp
Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
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| 43826 |
EODHD MCP Server
Claim
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
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| 43827 |
gmc-mcp
Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
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| 43828 |
code-explainer
Claim
Cloudflare Workers MCP server: code-explainer
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| 43829 |
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
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| 43830 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 43831 |
opnsense-mcp
Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
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| 43832 |
MemoryMesh
Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
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| 43833 |
karellen-jdb-mcp
Claim
Enables LLMs to debug Java applications using JDB, supporting breakpoints, step…
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| 43834 |
sn-patterns-mcp
Claim
Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents…
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| 43835 |
stack-overflow-mcp-light
Claim
MCP server for searching Stack Overflow questions and retrieving answers with b…
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| 43836 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 43837 |
Cloudflare Workers MCP server: code-pattern-risk-scanner
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| 43838 |
Laboratorio MCP Gateway
Claim
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
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| 43839 |
codeqr-mcp-server
Claim
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| 43840 |
Kraken Pro MCP
Claim
Enables natural language trading and market data queries on Kraken Pro via Gemi…
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| 43841 |
mcp-server
Claim
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| 43842 |
yandex-tracker-mcp
Claim
MCP server for Yandex Tracker API, enabling AI assistants to search, read, crea…
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| 43843 |
quanttogo-mcp
Claim
Quantitative trading strategies, market indices, and live performance data
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| 43844 |
MCP server for Terraform — automatically validates, secures, and estimates clou…
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| 43845 |
filing-intelligence
Claim
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
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| 43846 |
mcpdeprecation-mcp
Claim
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
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| 43847 |
wikipedia-mcp
Claim
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
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| 43848 |
ci-cd-generator-ai-mcp
Claim
ci-cd-generator-ai-mcp MCP server by MEOK AI Labs
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| 43849 |
mcp-edgartools-lite
Claim
Research SEC filings by ticker or CIK to get company details, recent forms, and…
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| 43850 |
voog-mcp
Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
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