MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59701
DELIGHT-LABS
Non-custodial EVM wallet bridge over WalletConnect: balances, signing, transact…
N/A N/A
59702
ga815647
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
59703
PeanutSplash
chelaile-mcp Claim
A Chelaile-powered MCP server that lets LLMs query realtime bus and metro data …
N/A N/A
59704
zoltan0803
Provides redacted access to a private local knowledgebase for coding agents, al…
N/A N/A
59705
sarathsp06
sourcesage Claim
SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes…
N/A N/A 95
59706
lethanhbinh3920
personal Claim
N/A N/A 95
59707
skroes
whisper-mcp Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
N/A N/A
59708
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
59709
musharna
Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Data…
N/A N/A
59710
cody-aigov
AI governance controls as MCP tools for safety screening, risk classification, …
N/A N/A
59711
0xka13b
Microsoft SharePoint MCP server — access sites, lists, and documents through Mi…
N/A N/A
59712
codestra
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
59713
higherbeing
Provides live Ethereum and Layer-2 gas fee data, ETH price, transaction cost es…
59714
rajivdatta
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
N/A N/A
59715
rb58853
A simple MCP server implementation in Python using FastMCP and FastAPI, providi…
59716
executeautomation
Playwright Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
N/A N/A 95
59717
DerLegatLabienus
MCP server for Trello that enables comprehensive management of boards, cards, l…
N/A N/A
59718
sosadly
Enables AI assistants to build Minecraft models, textures, and animations direc…
N/A N/A
59719
8vdx1
fundos-mcp Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
59720
CaptainCrouton89
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
N/A N/A
59721
SafiePublic
Enables to retrieve device information, images, media, location, thumbnails, an…
59722
dkmaker
A Model Context Protocol server that implements a simple notes system with reso…
N/A N/A
59723
karlcc
image_mcp Claim
Enables text-only LLMs to analyze images by routing them to an OpenAI-compatibl…
59724
HelloWorld-Open
MCP server for real-time Microsoft Word document manipulation via COM automatio…
N/A N/A
59725
goww7
ActTrace Claim
MCP server for EU AI Act compliance, providing risk classification of AI featur…
N/A N/A
59726
smartaces
render_mcp Claim
A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
59727
ivan-loh
mcp-excel Claim
Enables querying Excel and CSV files using SQL via natural language, allowing A…
N/A N/A
59728
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
N/A N/A
59729
adrienlupo
mcp-strava Claim
Minimalist Strava integration for Claude with 7 focused tools for querying athl…
59730
DoomsdayxProductions
Reaper MCP Claim
Provides AI-powered undetectable browser automation for data harvesting, bypass…
N/A N/A
59731 N/A N/A 95
59732
1clawAI
1Claw Vault Claim
HSM-backed vault secrets for AI agents (JIT fetch) plus prompt-injection and th…
N/A N/A
59733
3121n
udir-mcp Claim
Norwegian school (NSR) & kindergarten (NBR) registry data from UDIR.
N/A N/A
59734
teatak
An MCP server that runs in the browser, letting web pages register custom tools…
N/A N/A
59735
JigsawStack
Convert Speech to Text using JigsawStack AI Models.
N/A N/A 95
59736
manu-mishra
MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google …
59737
rohitchitodkar-bit
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
59738
soohoon
greptile Claim
N/A N/A 95
59739
shashankrawlani
unified_mcp Claim
A unified MCP server that mounts multiple MCP servers using an mcp.json configu…
N/A N/A
59740
Gill-tech
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
N/A N/A 95
59741
MrJamescot
A lightweight MCP server for interacting with CTFd instances, enabling AI tools…
59742
ettysekhon
Production-ready MCP server for Google Maps Platform APIs, providing 11 tools f…
59743
Evan-Kim2028
preset-mcp Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
59744
OpenWeb-Ninja
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP AP…
N/A N/A
59745
Pangu-Immortal
qflow Claim
qflow is an MCP server that transforms AI editors into project managers with 50…
N/A N/A
59746
major7apps
tiingo-mcp Claim
An MCP server that wraps the Tiingo financial data API, enabling access to stoc…
59747
mexican75
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
N/A N/A
59748
masa-med-ai
MCP server for querying the Japanese KAKEN database of scientific research gran…
N/A N/A
59749
Chawengwit
A unified data gateway MCP server that enables Claude to interact with multiple…
N/A N/A
59750
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
Showing 59701–59750 of 59785 servers