MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60401
livingroot
metabase-mcp Claim
A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
60402
matiasvagli
An MCP server for searching flights, hotels, weather, and tourist attractions.
60403
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
81
60404
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
60405
Va1bhav512
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
N/A N/A
60406
ryanyogan
Fizzy Do MCP Claim
Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
60407
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
60408
ReduceMyIns
nowcerts-mcp Claim
N/A N/A 95
60409
khellyReys
mcp-servers Claim
This MCP server provides a modern web interface and a set of tools for interact…
N/A N/A
60410
valuein
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
60411
industrial-aiops
OT-AIops Claim
Provides AI agents with safe, governed read access to industrial control system…
60412
li-yq
ns-hpc Claim
Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
60413
dabhivijay2478
# Better Auth MCP Server [![smithery badge](https://smithery.ai/badge/@dabhivi…
N/A N/A 95
60414
Ad3n1ne
nomad Claim
A local MCP server for agentic remote development that enables code sync via rs…
N/A N/A
60415
bigboss32
mcp Claim
N/A N/A 95
60416
jimestesblog
A highly configurable, deployment-ready MCP server with modular architecture fo…
60417
osamah96
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
81
60418
89nisham
geolibre-mcp Claim
Provides geospatial data intelligence tools for inspecting, querying, and conve…
60419
pipeworx-io
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
60420
VeChain-AI-Terminal
Enables Claude Desktop to interact with the VeChain blockchain through natural …
60421
rwjblue-glean
A throwaway HTTP MCP server that empirically tests whether Cursor invokes tools…
60422
harrisonfaulkner
canbus-mcp Claim
A CAN bus reverse engineering MCP server for Claude Code that lets Claude read,…
N/A N/A
60423
dremaker
lark-mcp Claim
Enables AI assistants to interact with Feishu/Lark Open Platform APIs for tasks…
60424
nolte
MCP server for Reachy Mini robot that exposes robot state and motion control to…
N/A N/A
60425
Nishanth-Kandepedu
A Model Context Protocol (MCP) server that exposes ChEMBL's public bioactivity …
N/A N/A
60426
emanirfan-creator
Connects an AI agent to Figma and Panda CSS for two-way design system sync, com…
N/A N/A
60427
diego.otero
analytics Claim
N/A N/A 95
60428
cargoffer
Freight marketplace MCP server for European road logistics. Search and manage f…
60429
zeevx
Termii MCP Claim
A hosted MCP server that enables AI assistants to send SMS and WhatsApp message…
60430
lacrif
Enables querying and modifying ArchiMate enterprise architecture models from XM…
N/A N/A
60431
TakuroidX
bitflyer-mcp Claim
A read-only MCP server that retrieves public market data from bitFlyer, allowin…
60432
junsimon
Enables reading and acting on comments in Figma and FigJam, resolving which lay…
60433
adamruehle
sportwizzard Claim
Real-time sports betting data: odds, player props, edges and arbitrage from 35+…
60434
Zhou-Shilin
Provides access to Minecraft mod development documentation (Neoforge) via MCP t…
60435
Darussalamnoor
typer-mcp Claim
Automatically converts any CLI built with Python's Typer into an MCP server wit…
N/A N/A
60436
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
81
60437
goyaljai
Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileg…
60438
jhongjun1981
AI-powered email assistant that enables sending, parsing, and managing emails u…
N/A N/A
60439
danospanos
Enables searching the ak-vrana.cz website for articles by keywords and extracti…
N/A N/A
60440
markizano
ldap-mcp-server Claim 1
An MCP server that exposes LDAP directory operations to AI agents, supporting f…
81
60441
Bigred97
Query Australian weather + air quality — forecasts, current obs, 80yr archive (…
N/A N/A
60442
thiagoaramizo
A clean architecture backend API that registers and semantically searches data …
60443
muggleai
Muggle AI Claim
Ship quality products with AI-powered QA that validates your app's user experie…
N/A N/A 95
60444
AIops-tools
CICD AIops Claim
Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, …
N/A N/A
60445
darrenlopez
obsidian-mcp Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
N/A N/A
60446
MrSucik
EU261 flight delay compensation: check eligibility, compute EV, track fares. 6 …
60447
UnbearableDev
Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain,…
60448
Shipper-dot-now
Conqueror Claim
Turns SEO insight into page changes: keyword research, SERP and rank data, rewr…
60449
trashchenkov
Generates images from text prompts using the Kandinsky neural network API, with…
N/A N/A
60450
mmer547
rag_mcp Claim
Enables retrieval-augmented generation by allowing LLMs to search documents in …
N/A N/A
Showing 60401–60450 of 66475 servers