MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38001
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
38002
elbachir-salik
A production-grade MCP server that exposes real-time banking data replicated vi…
38003
m77can
Provides a recognize_image tool that enables image recognition using DeepSeek's…
38004
DerechoVirtual
Enables searching and downloading Spanish court rulings from the CENDOJ databas…
N/A N/A
38005
xz0831
An MCP server that ingests semiconductor PDFs into a Neo4j knowledge graph, ena…
N/A N/A
38006
sibaniacharya
Enables AI agents to send emails and append content to Google Docs using Gmail …
N/A N/A
38007
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
N/A N/A
38008
jl-0
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
38009
ohah
Enables Electron app automation via Chrome DevTools Protocol (CDP), allowing MC…
N/A N/A
38010
movinginfo
Connects Claude or any MCP client to Laravel Herd, providing 218 tools to manag…
N/A N/A
38011
andygruening
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
N/A N/A
38012
sampathpulukurthi
Provides RAG tools with local vector retrieval and web fallback using Firecrawl…
N/A N/A
38013
ex-takashima
MCP server for Google Veo 3.1 video generation. Supports text/video/image-based…
N/A N/A
38014
atikk-co-jp
An MCP server for Notion API with optimized token efficiency and full database …
38015
adesandro
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
38016
Gabriela-707
dev-notes Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
N/A N/A
38017
alexalexalex222
A referee for self-improving AI agent loops that mines past sessions for workin…
N/A N/A
38018
navbuildz
Multi-account Gmail integration for AI agents, enabling read, write, archive, l…
38019
pipeworx-io
Genius Claim
Genius MCP — songs, artists, annotations metadata
38020
nyxandro
Enables searching tours on eto.travel using browser automation via Playwright. …
38021
ifthenpay
Remote MCP for ifthenpay payments: Multibanco, MB WAY and Payshop.
38022
gabrielmahia
mkopo-mcp Claim
MCP server for alternative credit scoring in Kenya — builds a 300–850 score fro…
N/A N/A
38023
AmOrFeU86
Enables searching and querying Spanish public subsidies and aids using the BDNS…
N/A N/A
38024
adityaarsharma
MCP server that connects AI agents to real YouTube channel analytics and SEO ma…
38025
QwertyBit-Ventures
company-data Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
38026
sanjibani
Qualia MCP Claim
MCP server for the Qualia title and escrow platform, enabling you to talk to yo…
38027
isaac-dev0
hello-world Claim
A minimal MCP server deployable to Volken that exposes echo, add, and current_t…
38028
hernaninverso
Enables AI agents to register domains, prove ownership, queue security scans (h…
38029
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
N/A N/A
38030
adastra-labs
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
N/A N/A
38031
osntak
CareerMate Claim
CareerMate is an MCP-first, local-only career management tool that stores your …
N/A N/A
38032
corpollc
Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
81
38033
muaaa99-sketch
kabu-mcp Claim
A secure, read-only MCP server that connects Claude Desktop to TradingView Desk…
N/A N/A
38034
tskovlund
mcp-score Claim
AI-powered music notation server that lets you create and edit scores using nat…
N/A N/A
38035
Anicodeth
mega-mcp Claim
Turn any public MEGA folder into a knowledge source for Claude & other LLMs
38036
mambalabsdev
Enrich companies, discover hiring signals and find verified contacts in one act…
N/A N/A
38037
MiaMia-Li
baby-gpt Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
N/A N/A
38038
mboya
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
N/A N/A
38039
NGS360
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
38040
NatLabRockies
Enables natural language interaction with OpenStudio building energy simulation…
38041
noderail Claim 1
Provenance and governance layer for AI-readable knowledge. NodeRail answers wha…
N/A N/A 81
38042
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
38043
Szotasz
An MCP server for the Billingo invoicing API (v3) that enables AI assistants li…
38044
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
38045
glygener
MCP server that enables querying GlyGen for summaries of proteins, glycans, sit…
38046
CSOAI-ORG
Translation Ai automation via MCP. Includes translate text, detect language, ch…
N/A N/A
38047
Osmansiddiquer
Provides access to Iconify's 200,000+ open source vector icons from 200+ icon s…
N/A N/A
38048
nille
Monitors boligportal.dk for new rental listings in Denmark. Provides tools to s…
N/A N/A
38049
jupiter-ai0211
Lets AI clients store, search, and summarize short notes about a codebase durin…
N/A N/A
38050
156554395
Enables image and video generation using BigModel AI's CogView and CogVideoX mo…
Showing 38001–38050 of 66549 servers
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