MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30372
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62001
AbYousef739
signalpipe Claim
Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf…
62002
Staks-sor
Provides tools for local development environment management and PostgreSQL opti…
N/A N/A
62003
ai-mcp-garage
Provides timezone-aware date and time information with configurable time format…
81
62004
andrewlwn77
Provides browser automation with enhanced anti-detection using undetected-chrom…
N/A N/A
62005
IQAIcom
An MCP server for interacting with Telegram bots and channels using the Telegra…
62006
hiturf
A secure MCP server for competitive programming that compiles, runs, and tests …
N/A N/A
62007
AIAppsAPI
Adaptive memory system with cognitive scoring, knowledge graph, and self-improv…
N/A N/A
62008
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
62009
GlassCaseOfEmotion
agentgauge Claim
Scan any website's AI readiness: AI search visibility and AI agent usability. F…
62010
crclabs-hq
gatetest Claim
120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
N/A N/A
62011
odirasamuel
sipap-mcp Claim
Production-ready MCP server framework for AWS Lambda and ECS Fargate, providing…
81
62012
ppcvote
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
N/A N/A
62013
chloemulti1-hue
Greet people in multiple languages, perform quick calculations, and check curre…
N/A N/A 95
62014
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
62015
Clew-Code
mcp-coco Claim
Bridges OpenClaw and Hermes Agent, enabling multi-turn conversations, messaging…
N/A N/A
62016
miraculix95
Enables semantic search over per-video summaries from curated AI/coding YouTube…
62017
Hyg900928
An MCP server for weather information.
N/A N/A 95
62018
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
62019
andrewjgaber-commits
Verifies legal citations vs primary sources: existence, quote match, propositio…
62020
Kabzhanov
Pre-tool policy enforcement + JSONL audit for AI agents. Apache 2.0.
N/A N/A
62021
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
62022
Little-Grebe-Inc
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
62023
junter1989k-ai
Netherlands Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get…
62024
serkan-ozal
Playwright-powered browser automation and debugging for VS Code and Cursor via …
N/A N/A
62025
ebursztein
sprinty Claim
A disciplined-sprint MCP server for AI coding agents, providing structured spri…
N/A N/A
62026
junter1989k-ai
Korea payments for AI agents — card, KakaoPay/NaverPay, 가상계좌 via Toss Payments.…
62027
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
81
62028
silolis
An MCP server that gives Claude access to your Garmin Connect fitness and healt…
N/A N/A
62029
bunizao
edstem-mcp Claim
MCP server for Ed Discussion that enables viewing profile, courses, lessons, th…
62030
shirokoweb
MCP server that integrates with LM Studio to provide a search_notes tool, allow…
N/A N/A
62031
oaslananka
reflow-mcp Claim
A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
N/A N/A
62032
lazymac2x
Cloudflare Workers MCP server: llm-output-quality-monitor
62033
AgentIA1984-cmd
Provides tools to search and retrieve French public procurement data (tenders, …
62034
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
62035
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessio…
N/A N/A 95
62036
tendfeed Claim 1
Bid/no-bid verdicts for open EU tenders, from 592,000 real TED contract awards.
67
62037
kip-d
Enables AI assistants to read and write to OmniFocus database, allowing natural…
N/A N/A
62038
mchenziyi
An MCP server that provides a visual novel world engine, enabling AI clients to…
N/A N/A
62039
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
62040
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
N/A N/A
62041
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
62042
annibale-x
mcp-memento Claim 1
An MCP server that provides persistent memory and context management across ses…
N/A N/A 95
62043
duraisamy-gokul
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
N/A N/A
62044
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
81
62045
getsentry
MCP server for Plausible Analytics that enables querying traffic, conversions, …
N/A N/A
62046
easyname889
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
N/A N/A
62047
milasd
Memo MCP Claim
Enables LLMs to search and retrieve personal journal entries using RAG, and add…
N/A N/A
62048
orcar-studio
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
N/A N/A 83
62049
james-sib
Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report…
62050
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
Showing 62001–62050 of 64186 servers