MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

69419
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36751
re-rank-offical
Integrates the Korean government's KRDS design system with AI assistants, enabl…
— ○ ⏳ — N/A N/A — — —
36752
davidmosiah
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
— ○ ⏳ — — — — — —
36753
heitor-am
MCP server that provides semantic search, graph query, and keyword search tools…
— ○ ⏳ — — — — — —
36754
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
— ○ ⏳ — N/A N/A — — —
36755
cuilabs
Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, fre…
— ○ ⏳ — N/A N/A — — —
36756
playbattlegrid
Enables AI agents to play crypto prediction games on BattleGrid by managing acc…
— ○ ⏳ — — — — — —
36757
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
— ○ — N/A N/A — 81 —
36758
IngTian
witness Claim
Second brain for Claude Code & OpenCode: distills how your patterns and knowled…
— ○ ⏳ — N/A N/A — — —
36759
runapi-ai
Enables creating and managing GPT Image tasks (edit and text-to-image) via RunA…
— ○ ⏳ — — — — — —
36760
elliot-esimdog
Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
— ○ ⏳ — N/A N/A — 95 —
36761
AmanHogan
Exposes tools for retrieving weather forecasts and alerts using the National We…
— ○ ⏳ — — — — — —
36762
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
— ○ ⏳ — — — — — —
36763
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
— ○ ⏳ — N/A N/A — 83 —
36764
Octen-Team
octen-mcp Claim
URL to LLM-ready markdown — plus per-page category, page_structure, and query-d…
— ○ ⏳ — N/A N/A — — —
36765
Exchange-RateAPI
Real-time & historical exchange rates for 160+ currencies, mid-market (Reuters/…
— ○ ⏳ — N/A N/A — — —
36766
pipeworx-io
An MCP server for accessing the UK's official legislation database (legislation…
— ○ ⏳ — — — — — —
36767
frogeye-ai
Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patt…
— ○ ⏳ — — — — — —
36768
pubspro
regsub-mcp Claim
MCP server for regulatory submission intelligence — ICH guideline lookup, CTD m…
— ○ ⏳ — — — — — —
36769
FlowCastle
FlowCastle Claim
Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platfo…
— ○ ⏳ — — — — — —
36770
mapleleavessssssss-wq
vivado-mcp Claim
A minimal MCP server that provides 25 tools and 5 hooks to control Xilinx Vivad…
— ○ ⏳ — N/A N/A — — —
36771
friendlygeorge
MCP server for PostHog — product analytics for AI assistants. Query events, per…
— ○ ⏳ — N/A N/A — — —
36772
jmqcooper-ai
Klarefi Claim
Complete regulated intake work and retrieve cited case files without deciding t…
— ○ ⏳ — — — — — —
36773
upamune
chrono-mcp Claim
MCP server for parsing natural language date/time expressions using chrono-node…
— ○ ⏳ — — — — — —
36774
maxand98
Read-only Medicare Benefits Schedule lookup: items, history, relationships and …
— ○ ⏳ — — — — — —
36775 — ○ ⏳ — — — — 81 —
36776
pipeworx-io
Enables querying the French National Assembly data, including deputies, interve…
— ○ ⏳ — — — — — —
36777
3DStreet
3dstreet Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
— ○ ⏳ — N/A N/A — — —
36778
Gwyn-Ahchoo
A TypeScript MCP server boilerplate providing example tools and resources for r…
— ○ ⏳ — N/A N/A — — —
36779
SalZaki
Hand-drawn explainer illustrations in your AI host, via an MCP App with an inte…
— ○ ⏳ — N/A N/A — — —
36780
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
— ○ — N/A N/A — 81 —
36781
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
— ○ ⏳ — N/A N/A — 95 —
36782
karichetivenkat45-pixel
Lets AI coding assistants control and inspect a live Chrome browser through MCP…
— ○ ⏳ — N/A N/A — — —
36783
saya6k
Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…
— ○ ⏳ — — — — — —
36784
dharun-rd
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
36785
VirajMishra1
Discover public AI agents, reusable recipes, and trusted benchmark evidence by …
— ○ ⏳ — — — — — —
36786
stefanoamorelli
A lightweight MCP server that provides seamless access to Codemagic CI/CD APIs,…
— ○ ⏳ — — — — — —
36787
PierrunoYT
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
— ○ ⏳ — — — — 81 —
36788
mmerlino23
Hubstaff MCP Claim
Enables access to Hubstaff team time tracking, daily activities, screenshots, a…
— ○ ⏳ — — — — 81 —
36789
aaryanptl
github-mcp Claim
Provides four GitHub superpowers (repo-scorecard, compare-repos, commit-heatmap…
— ○ ⏳ — — — — — —
36790
moxiespirit
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
— ○ ⏳ — N/A N/A — 83 —
36791
Krishna89287
A Model Context Protocol server that advertises tools with JSON schemas and exe…
— ○ ⏳ — — — — — —
36792
VibeTensor
VibeMCP Claim
Token-optimized unified MCP server for Gmail and Microsoft 365, enabling email,…
— ○ ⏳ — N/A N/A — — —
36793
reviewmyemails
Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
— ○ ⏳ — N/A N/A — 83 —
36794
Auxin-io
Miami Friend Claim
Ask anything and get friendly, Miami-flavored answers. Receive quick tips, expl…
— ○ ⏳ — N/A N/A — 95 —
36795
petertilsen
quip-mcp Claim
Enables AI assistants to read, search, create, and edit Quip documents through …
— ○ ⏳ — — — — — —
36796
griffithlab
Enables querying the CIViC database for clinical interpretations of cancer vari…
— ○ ⏳ — — — — — —
36797
amazingashis
Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and…
— ○ ⏳ — — — — — —
36798
rootz-global
resale Claim
AI-native timeshare marketplace with FL DBPR + CFPB government-source data. Sou…
— ○ ⏳ — — — — — —
36799
olivier-mj
Enables AI assistants to monitor and manage Proxmox VE infrastructure, includin…
— ○ ⏳ — — — — — —
36800
ryantorno-arch
Enables Claude to read, search, send, label, and trash emails in any Gmail acco…
— ○ ⏳ — N/A N/A — — —
Showing 36751–36800 of 69419 servers
« Prev 1 … 734 735 736 737 738 … 1389 Next »