MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28701
usephedm
A template for deploying MCP servers on Vercel with serverless functions. Inclu…
81
28702
Murugarajr
OHM MCP Claim
Provides comprehensive Python code refactoring capabilities including AST-based…
N/A N/A 95
28703
kevinjung
mcp-sever Claim
N/A N/A 95
28704
Open-source AI research assistant for VS Code + GitHub Copilot. Connects to Pub…
N/A N/A HT
28705
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
28706
Multi-account Google Workspace (Gmail, Drive, Calendar, Sheets, Docs) + Slack M…
N/A N/A
28707
Omada-mcp Claim
Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capabi…
N/A N/A
28708
theYahia
roistat-mcp Claim
MCP server for Roistat API — marketing analytics, visits tracking. API key auth.
N/A N/A
28709
theYahia
vk-mcp Claim
MCP server for VK API — wall posts, news search, users, groups. 4 tools.
N/A N/A
28710
orbisapi
Browse, subscribe to, and call 65+ production APIs from Claude, Cursor, or Wind…
28711
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
81
28712
godle
Free AI prompt API with 185 expert role contexts and 1,741 prompt templates acr…
28713
delimit-ai
API governance for AI coding assistants. Breaking changes, policies, cross-mode…
N/A N/A
28714
RefundYourSOL
Solana wallet cleanup, token trading on 12+ DEXes, and market data. Scan wallet…
28715
peerpush
PeerPush MCP Claim
PeerPush MCP helps you discover relevant tools, compare alternatives, and stay …
28716
swesmith-repos
Enables Claude to interact with ServiceNow instances for incident management, s…
81
28717
mozilla
Model Context Protocol server for Firefox DevTools - enables AI assistants to i…
N/A N/A
28718
Provides access to InterSystems IRIS ObjectScript documentation, examples, and …
28719
ronnysuero
A server that allows Cursor AI to access and search through Confluence document…
N/A N/A 95
28720
noufelouan
test Claim
N/A N/A 95
28721
hunter-stradley
Provides end-to-end 3D printing automation for Bambu Lab printers, allowing use…
N/A N/A 95
28722
jaskirat1616
Fusion360MCP Claim
Enables AI-powered CAD automation in Autodesk Fusion 360 through natural langua…
N/A N/A 95
28723
morebetterclaw
humanify-mcp Claim
Transform AI-generated copy into human-sounding, GEO-optimised marketing conten…
N/A N/A
28724
suwappubot
Suwappu Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
N/A N/A 95
28725
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
28726
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
28727
zb2947244682
A modular calculator server built with the MCP SDK that provides basic arithmet…
N/A N/A 95
28728
userlite
MCP Director Claim
An intelligent orchestration server that routes user requests to appropriate sp…
N/A N/A 95
28729
The ultimate collection of APIs for building autonomous AI agents — 2,036 produ…
N/A N/A
28730
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
28731
aixsignal
Hello Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
N/A N/A 95
28732
Deploy applications to Cloud Run
67
28733
OpenSoul-MCP
OpenSoul MCP Claim
An open-source personality profiling system that enables users to record and an…
81
28734
lpigeon
The ROS MCP Server supports robot control by converting user-issued natural lan…
N/A N/A 95
28735
teresjsiu
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
N/A N/A 95
28736
Active weather alerts and warnings from the National Weather Service
67
28737
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
28738
Switchboard666
halopsa-mcp Claim
N/A N/A 81
28739
Realtyka
jmeter-mcp Claim
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
N/A N/A
28740
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
28741
orbs-network
Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start s…
N/A N/A
28742
Alice0416
Enables University of Toronto students to access academic data from ACORN and Q…
81
28743
swesmith-repos
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
81
28744
johankreivi
Hello Claim
Greet people by name with a simple hello. Validate your setup and workflows in …
N/A N/A 81
28745
Enables AI assistants to query and explore distributed data across EdgeLake nod…
28746
AusLaw MCP Claim
Enables users to search and retrieve Australian legislation and case law with f…
N/A N/A
28747
theYahia
MCP server for Travelpayouts API -- flight search, popular routes, price calend…
N/A N/A
28748
mymcp
hexstrike-ai Claim
N/A N/A 95
28749
digikelly
Search the MOTE AI agent registry for machine-readable businesses.
N/A N/A
28750 N/A N/A 95
Showing 28701–28750 of 30006 servers
« Prev 1 573 574 575 576 577 601 Next »