MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67401 |
frontend-review-mcp
Claim
Enables visual review of UI edits by comparing before and after screenshots, re…
|
— | ||||||||
| 67402 |
AdvocateMCP
Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
|
— | ||||||||
| 67403 |
claude-ipc-broker
Claim
A message broker enabling coordination between multiple Claude Code terminals t…
|
— | ||||||||
| 67404 |
freshtrack
Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
|
— | ||||||||
| 67405 |
Rovodev CLI MCP
Claim
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
|
— | ||||||||
| 67406 |
ClickUp MCP Server
Claim
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
|
— | ||||||||
| 67407 |
vnc-mcp
Claim
Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
|
— | ||||||||
| 67408 |
Moist
Claim
Enables Gmail operations such as reading, sending, searching, and managing emai…
|
— | ||||||||
| 67409 |
MCP Gemini Web Search
Claim
Provides grounded web search and research capabilities using Google's Gemini mo…
|
— | ||||||||
| 67410 |
memory-mcp-server
Claim
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
|
— | ||||||||
| 67411 |
Wafle-Scraper
Claim
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
|
— | ||||||||
| 67412 |
Bhived MCP
Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
|
— | ||||||||
| 67413 |
llmprobe
Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
|
— | ||||||||
| 67414 |
A system integrating two independent MCP servers for Google Calendar and Google…
|
— | ||||||||
| 67415 |
mendix-mcp-server
Claim
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
|
— | ||||||||
| 67416 |
schema-validator-ai-mcp
Claim
schema-validator-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 67417 |
llauncher
Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
|
— | ||||||||
| 67418 |
DentOps Copilot
Claim
An MCP-native agentic copilot for dental practices that orchestrates multiple M…
|
— | ||||||||
| 67419 |
mcp-arcgis-eagan
Claim
Enables querying and exploring City of Eagan open geospatial data (parcels, zon…
|
— | ||||||||
| 67420 |
test-mcp2
Claim
|
— | ||||||||
| 67421 |
freecrawl
Claim
Open-source web scraping MCP server with anti-bot bypass, enabling AI models to…
|
— | ||||||||
| 67422 |
LocalPulse MCP
Claim
MCP server for value-first cold outreach to local service businesses, enabling …
|
— | ||||||||
| 67423 |
WordPress MCP Server
Claim
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
|
— | ||||||||
| 67424 |
agentloopkit
Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
|
— | ||||||||
| 67425 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
|
— | ||||||||
| 67426 |
Provides strategic dialogue management and emotional de-escalation for customer…
|
— | ||||||||
| 67427 |
Name.ai MCP Server
Claim
Domain availability search, WHOIS lookup, TLD pricing and registry rules from n…
|
— | ||||||||
| 67428 |
asktian
Claim
Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-suppor…
|
— | ||||||||
| 67429 |
glyphs-info-mcp
Claim
A unified MCP server for Glyphs font design software, integrating handbook quer…
|
— | ||||||||
| 67430 |
codex-chats-mcp
Claim
Manages ChatGPT conversations and Codex Cloud tasks through MCP, enabling list,…
|
— | ||||||||
| 67431 |
Jira MCP Server
Claim
A comprehensive Model Context Protocol server for Jira Cloud integration, offer…
|
— | ||||||||
| 67432 |
n8n-mcp
Claim
|
— | ||||||||
| 67433 |
Vision MCP Server
Claim
Provides image understanding capabilities for MCP clients (e.g., Claude Code) b…
|
— | ||||||||
| 67434 |
DERO MCP Server
Claim
Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
|
— | ||||||||
| 67435 |
voltcast
Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
|
— | ||||||||
| 67436 |
A Model Context Protocol server that analyzes customer cancellation survey data…
|
— | ||||||||
| 67437 |
blatui
Claim
shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blo…
|
— | ||||||||
| 67438 |
profitspot-mcp
Claim
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
|
— | ||||||||
| 67439 |
google-analytics
Claim
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
|
— | ||||||||
| 67440 |
ARL MCP Improved
Claim
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
|
— | ||||||||
| 67441 |
Provides comprehensive access to Binance Futures API endpoints for account mana…
|
— | ||||||||
| 67442 |
geolocation-mcp
Claim
An MCP server that provides fast and up-to-date IP geolocation data.
|
— | ||||||||
| 67443 |
youtube-mcp-server
Claim
A local stdio MCP server that gives Claude (or any MCP client) full programmati…
|
— | ||||||||
| 67444 |
CodeAtlas AI MCP Server
Claim
Transforms codebases into a living knowledge graph with AI-powered code analysi…
|
— | ||||||||
| 67445 |
meta-data-mcp
Claim
Query 100+ open data APIs — government, science, finance, environment, and more.
|
— | ||||||||
| 67446 |
mcp-geracompliance
Claim
EU AI Act and GDPR compliance: checks, audits, generate policies.
|
— | ||||||||
| 67447 |
mcp-flow
Claim
A safe, local MCP server that lets Claude drive a controlled software-developme…
|
— | ||||||||
| 67448 |
Windows Management
Claim
Local Windows management, diagnostics, security, cleanup, and optimization MCP …
|
— | ||||||||
| 67449 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
|
— | ||||||||
| 67450 |
veritasacta-verify
Claim
Offline receipt verifier. Ed25519 signature verification without contacting any…
|
— | ||||||||