MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63801
pauloFroes
mcp-yt-dlp Claim
MCP server wrapping yt-dlp for downloading videos and audio from URLs, providin…
N/A N/A
63802
sdesani
Enables interaction with FHIR APIs, specifically for Oracle Millennium Platform…
63803
HieuAnh87
MCP server for self-hosted Sentry instances, providing tools to query and triag…
N/A N/A
63804
chandhoke
An MCP server for browsing and downloading open-licensed imagery from major mus…
N/A N/A
63805
aether-platform
Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
N/A N/A
63806
Rumblingb
Centralized API gateway routing to MCP servers with per-call billing
N/A N/A
63807
1Utkarsh1
Catch stdout pollution and handshake failures in MCP stdio servers before clien…
N/A N/A
63808
kimmo.jarvinen
my-test Claim
N/A N/A 95
63809
TheRealAlexV
w2w-mcp Claim
MCP server integrating with When2Work scheduling API, enabling AI assistants to…
N/A N/A
63810
Maren-en
Enables Codex and Claude to generate or edit images using natural language via …
N/A N/A
63811
naga-pavan12
MealOS Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
N/A N/A
63812
NEAT-Technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
63813
connxio
Provides tools for managing Connxio integrations, code components, environment …
63814
rhamevangelista
Analyzes websites like a senior performance engineer and produces prioritized C…
N/A N/A
63815
Geun-Oh
This server enables interaction with Amazon S3 buckets for listing and retrievi…
63816
hacksurvivor
pathmark Claim
Local-first memory for MCP clients. It provides shared durable memory without r…
N/A N/A
63817
SaschaDeforth
Enables AI assistants to audit websites for AI-readiness, generate AI-optimized…
63818
recourseOS
RecourseOS Claim
MCP server that evaluates Terraform plans, shell commands, and tool calls to as…
N/A N/A
63819
tefunamu
A stateless RSS competitive-intelligence MCP server that fetches and filters RS…
63820
abdulrahman-nabil99
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
63821
grafuls
quads-mcp Claim
MCP server for interacting with QUADS infrastructure systems via API, enabling …
63822
chris-trag
pkg-peep Claim
Enables querying NPM package download statistics, metadata, and dependency info…
63823
MikeyBeez
A queue-based execution server that monitors a command queue and executes shell…
N/A N/A
63824
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
63825
craig1901
Provides comprehensive data analysis utilities including statistical functions,…
N/A N/A
63826
ClassiFinder
Scans text for leaked secrets and credentials, and redacts them before sending …
63827
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
63828
KKonstantinov
graphql2mcp Claim
Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.
63829
ptrken01
Enables AI agents to perform query-driven web searches and fetch page content v…
N/A N/A
63830
ReallyArtificial
engram Claim
An MCP server that stores atomic facts extracted from text, links them to entit…
N/A N/A
63831
sadfasdf
asdfas123 Claim
N/A N/A 95
63832
proofsh
MCP server providing tools to interact with Obsidian via the Local REST API com…
N/A N/A
63833
futureofworktraining
Enables AI agents to verify orders in an ERP system through Supabase API, check…
N/A N/A
63834
rhuanca
This MCP server enables audio transcription using OpenAI Whisper, supporting va…
63835
entropyvortex
askgrokmcp Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
N/A N/A
63836
mane-tv2
Enables AI assistants to interact with Argo CD applications, managing clusters,…
63837
shinypebble
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
63838
eemredemirci
Enables management of GitHub issues, milestones, projects, and labels for a sin…
N/A N/A
63839
tracegazer
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, use…
63840
fastmcp-me
MCP Ollama Claim
Integrates Ollama's local AI models with MCP clients, enabling listing models, …
N/A N/A
63841
MumuTW
An active, stateful software knowledge graph engine that serves as an 'all-know…
N/A N/A 95
63842
rschalkrce
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
63843
hir4ta
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
63844
hasna
feedback-mcp Claim
MCP server for Open Feedback, enabling AI assistants to submit, list, get, upda…
N/A N/A
63845
FuriousApe
Self-hosted MCP server that scrapes LinkedIn jobs using your authenticated sess…
N/A N/A
63846
AbdurXCode
An MCP server integrating Google Gemini LLM for intelligent customer service, p…
63847
simongonzalezdc
ComplyOS Claim
AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
63848
tehmenghai
A generative AI agent that searches song lyrics across the web and returns resu…
63849
valentinludu
oblio-mcp Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
63850
jaguar999paw-droid
AI-native SSH orchestration server enabling Claude or any MCP agent to execute …
N/A N/A
Showing 63801–63850 of 66447 servers