MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54751
carhaix
ProxVanta Claim
Access your ProxVanta AI setup: teams, contexts, workflows, tools, and more.
54752
fujahgabriel
Provides tools for retrieving user data, including listing all users and fetchi…
N/A N/A
54753
mbruton
HueMCP Claim
Enables discovery and control of Philips Hue lighting devices via a local bridg…
N/A N/A
54754
krishnagutta
Enables authoring and debugging Workato recipes from Claude by wrapping the Wor…
N/A N/A
54755
juergenkoller-software
MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/app…
N/A N/A
54756
ShunkiOgino
ask-ogino Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
54757
vickykr26941
Provides New Relic observability tools for AI assistants, enabling discovery, d…
N/A N/A
54758
okrapdf
This MCP server enables AI agents to view PDFs as accessible HTML with bounding…
54759
teardown-dev
A Cloudflare-deployable server that implements Model Context Protocol (MCP) cap…
81
54760
pronzzz
A sandboxed, read-only MCP server that safely exposes system metrics, container…
N/A N/A
54761
TechAIInsights
MCP server providing tools to manage Linear projects and issues, including crea…
N/A N/A
54762
jredondo-aden
Exposes Aden Aggregates submittal data as tools callable by Claude, enabling re…
81
54763
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
54764
sveselaj
Nervora Claim
A secure MCP gateway for enterprise AI tool execution, enabling governed invoca…
54765
osrbot
osracer-mcp Claim
MCP server for safe OSRacer vehicle control, exposing ROS 2 and MCU serial surf…
N/A N/A
54766
Tairon-ai
Enables AI assistants to perform Aerodrome Finance DEX operations on Base chain…
54767
Complete SSH terminal for Linux with AI/user control and dual-stream visibility
N/A N/A 81
54768
VectorInstitute
Enables querying and exporting phenology data from the USA National Phenology N…
54769
lama-assaf
A design-intelligent MCP server for Figma with 201 tools and built-in design ru…
N/A N/A
54770
maflot
Provides access to the Allen Institute for Brain Science API, enabling queries …
54771
cirra-ai
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
54772
javerthl
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
81
54773
cleverbrush
Xpenser Claim
xpenser.cleverbrush.com is a ln open-source, self-hostable personal expense and…
54774
saya6k
Enables interaction with Grocy's API through MCP, allowing management of grocer…
54775
albinjal
Facilitates structured multi-agent debates with arguments, rebuttals, and judgm…
54776
Master0fFate
ForLoop MCP Claim
Enables AI harnesses to run iterative loops on code repositories with built-in …
N/A N/A 95
54777
TeaBay
payclaw Claim
Drop-in x402 payment middleware for MCP servers. Charge AI agents per tool call…
54778
lanchuske
local-mcp Claim
Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
95
54779
phoenix581228
An intelligent AI assistant routing and management platform that integrates 107…
N/A N/A 95
54780
muslus
AI-powered MCP server that analyzes academic manuscripts and generates ruthless…
N/A N/A
54781
MCP Server for Apache Iceberg
N/A N/A 81
54782
deepakkamboj
Enables accessibility testing using Playwright and Axe, allowing users to scan …
N/A N/A
54783 N/A N/A 95
54784
DevRico003
A Model Context Protocol server that allows AI agents to post tweets and thread…
54785
C0d1g0v3c
obsidian-mcp Claim
MCP server that provides read and write access to an Obsidian vault by interact…
N/A N/A
54786
Touseef-ahmad
Experimental MCP server built with NestJS and LangGraph, enabling tool executio…
N/A N/A
54787
pragprogrammer
Connects AI assistants to YNAB budgets, providing over 30 tools for managing bu…
N/A N/A
54788
coregentdevspace
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
N/A N/A 75
54789
De-Cri
Scrooge Claim
Provides AI coding agents with pre-edit situational awareness by combining stru…
N/A N/A
54790
nikopol666
Enables interaction with Mealie for managing recipes, meal plans, shopping list…
54791
universal-mcp
Enables access to Apollo's tools and services through a standardized MCP interf…
54792
horizonbymuneeb
Self-hosted, ban-safe MCP server for LinkedIn that provides 22 tools for profil…
N/A N/A
54793
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
54794
president-xd
ossec-mcp Claim
MCP server that exposes OSSEC HIDS security monitoring capabilities as tools, r…
54795
aehyok
Automatically generates TypeScript API code from Swagger/OpenAPI documentation.…
N/A N/A
54796
AiAgentKarl
Enables autonomous research by integrating multiple free sources including web …
54797
supertone-inc
High-quality Supertone TTS API: generate speech, search & preview the voice cat…
54798
Robocular
A unified MCP server providing AI agents with 40+ developer APIs including geol…
54799
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
81
54800
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
81
Showing 54751–54800 of 57357 servers