MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67401
davetorbeck
Enables visual review of UI edits by comparing before and after screenshots, re…
— ○ ⏳ — N/A N/A — 95 —
67402
cameronjmcewan-dev
AdvocateMCP Claim
MCP layer for local businesses: discover, query, book, and transact with verifi…
— ○ ⏳ — — — — — —
67403
zitlem
A message broker enabling coordination between multiple Claude Code terminals t…
— ○ ⏳ — — — — 81 —
67404
chrisbusbin-pixel
freshtrack Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
— ○ ⏳ — N/A N/A — 95 —
67405
yanggf8
Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including …
— ○ ⏳ — N/A N/A — — —
67406
tangbodie
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
— ○ ⏳ — — — — 81 —
67407
regulad
vnc-mcp Claim
Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, p…
— ○ ⏳ — N/A N/A — — —
67408
TickTockBent
Moist Claim
Enables Gmail operations such as reading, sending, searching, and managing emai…
— ○ ⏳ — N/A N/A — — —
67409
deduble
Provides grounded web search and research capabilities using Google's Gemini mo…
— ○ ⏳ — N/A N/A — — —
67410
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
— ○ ⏳ — N/A N/A — — —
67411
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
— ○ ⏳ — — — — — —
67412
ArtKeyAi
Bhived MCP Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
— ○ ⏳ — N/A N/A — — —
67413
Jwrede
llmprobe Claim
Synthetic monitoring for LLM inference endpoints. Measure TTFT, latency, throug…
— ○ ⏳ — — — — — —
67414
RimeetMavani
A system integrating two independent MCP servers for Google Calendar and Google…
— ○ ⏳ — — — — — —
67415
jordnlvr
Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
— ○ ⏳ — N/A N/A — 95 —
67416
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67417
shanevcantwell
llauncher Claim
Manages llama.cpp llama-server instances with tools for lifecycle management, c…
— ○ ⏳ — N/A N/A — — —
67418
100-mitra
An MCP-native agentic copilot for dental practices that orchestrates multiple M…
— ○ ⏳ — — — — — —
67419
pipeworx-io
Enables querying and exploring City of Eagan open geospatial data (parcels, zon…
— ○ ⏳ — — — — — —
67420
xhaiben
test-mcp2 Claim
— ○ ⏳ — N/A N/A — 95 —
67421
RistrixOP
freecrawl Claim
Open-source web scraping MCP server with anti-bot bypass, enabling AI models to…
— ○ ⏳ — — — — — —
67422
aithx
MCP server for value-first cold outreach to local service businesses, enabling …
— ○ ⏳ — N/A N/A — — —
67423
gopalcnepal
Enables to interact with WordPress sites through the WordPress REST API, fetchi…
— ○ ⏳ — — — — — —
67424
abhiyoheswaran1
agentloopkit Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
— ○ ⏳ — N/A N/A — — —
67425
shuizhengqi1
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
— ○ ⏳ — N/A N/A — — —
67426
ilyajob05
Provides strategic dialogue management and emotional de-escalation for customer…
— ○ ⏳ — N/A N/A — — —
67427
namekart
Domain availability search, WHOIS lookup, TLD pricing and registry rules from n…
— ○ ⏳ — — — — — —
67428
douglasgan
asktian Claim
Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-suppor…
— ○ ⏳ — — — — — —
67429
yintzuyuan
A unified MCP server for Glyphs font design software, integrating handbook quer…
— ○ ⏳ — N/A N/A — — —
67430
shoyu-ramen
Manages ChatGPT conversations and Codex Cloud tasks through MCP, enabling list,…
— ○ ⏳ — — — — — —
67431
exmuzzy
A comprehensive Model Context Protocol server for Jira Cloud integration, offer…
— ○ ⏳ — N/A N/A — — —
67432
kritsxxxiva-sudo
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
67433
GuanJiu173
Provides image understanding capabilities for MCP clients (e.g., Claude Code) b…
— ○ ⏳ — — — — — —
67434
DHEBP
Read-only DERO blockchain MCP: 33 tools (12 composites) incl. TELA discovery + …
— ○ ⏳ — — — — — —
67435
Voltcast-com
voltcast Claim
European day-ahead electricity prices (43 zones), accuracy-published forecasts,…
— ○ ⏳ — — — — — —
67436
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
— ○ ⏳ — — — — 81 —
67437
anousss007
blatui Claim
shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blo…
— ○ ⏳ — — — — — —
67438
omniologynow
AI-powered DeFi analytics MCP server. 7 tools for discovering yield opportuniti…
— ○ ⏳ — N/A N/A — 95 —
67439
InfoseekAI
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
— ○ ⏳ — N/A N/A — 95 —
67440
Shaoshi17
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
— ○ ⏳ — — — — — —
67441
MCP-Mirror
Provides comprehensive access to Binance Futures API endpoints for account mana…
— ○ ⏳ — — — — 81 —
67442
7mza
An MCP server that provides fast and up-to-date IP geolocation data.
— ○ ⏳ — N/A N/A — — —
67443
tuitamogamer-gpt
A local stdio MCP server that gives Claude (or any MCP client) full programmati…
— ○ ⏳ — N/A N/A — — —
67444
giauphan
Transforms codebases into a living knowledge graph with AI-powered code analysi…
— ○ ⏳ — — — — — —
67445
derekslinz
Query 100+ open data APIs — government, science, finance, environment, and more.
— ○ ⏳ — N/A N/A — — —
67446
geraservicesuk
EU AI Act and GDPR compliance: checks, audits, generate policies.
— ○ ⏳ — N/A N/A — 95 —
67447
remimenguy
mcp-flow Claim
A safe, local MCP server that lets Claude drive a controlled software-developme…
— ○ ⏳ — N/A N/A — — —
67448
AhmedLaminou
Local Windows management, diagnostics, security, cleanup, and optimization MCP …
— ○ ⏳ — N/A N/A — — —
67449
MRajibH
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
— ○ ⏳ — — — — — —
67450
tomjwxf
Offline receipt verifier. Ed25519 signature verification without contacting any…
— ○ ⏳ — N/A N/A — 95 —
Showing 67401–67450 of 68965 servers