MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52901
SlaveOfGod1
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
N/A N/A
52902
mkusaka
MCP server for accessing and managing Linear resources like issues, projects, a…
52903
geraservicesuk
GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
N/A N/A 95
52904
yzonur
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
52905
arbajian
Enables access to USPTO patent data through multiple APIs including patent sear…
52906
quinnbmay
apple-mcp Claim
N/A N/A 95
52907
matthiastjong
Shellgate Claim
A secure gateway that lets AI agents interact with APIs and SSH servers via sco…
52908
artiomdiu
mastra-test Claim
N/A N/A 95
52909
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
N/A N/A 95
52910
l-agence
agence Claim
AI governance MCP server — policy enforcement, skills, memory, multi-LLM consen…
N/A N/A
52911
facundo
fordcor Claim
N/A N/A 95
52912
universal-mcp
Provides a standardized interface for interacting with Google-Sheet's tools and…
52913
KerryanOPMace
mcp-meteo Claim
Provides real-time weather and forecasts via Open-Meteo, supporting queries by …
52914
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
52915
DeepMyst
Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
N/A N/A
52916
andsopwn
Enables AI clients to interact with multiple IDA Pro instances (GUI and headles…
N/A N/A
52917
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
52918
oleksii-honchar
mermaid-mcp Claim
Fast Mermaid diagram validation and rendering (PNG/SVG) using jsdom and sharp, …
52919
redhat-cne
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
52920
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
52921
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
52922
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
N/A N/A
52923
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
52924
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
52925
perryraskin
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
52926
universal-mcp
Provides a standardized interface for interacting with Mailchimp's tools and se…
52927
Ceeeebb
Enables AI agents to query component governance rules, validate component props…
N/A N/A
52928
noahshrader
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
N/A N/A
52929
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
N/A N/A
52930
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
52931
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
N/A N/A
52932
opastorello
A10 Guardian Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
52933
codly.fun
test Claim
N/A N/A 95
52934
RNBBarrett
THOUGHT Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
N/A N/A
52935
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
52936
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
52937
kubeopt
kubopt Claim
Kubernetes cluster cost analysis and optimization. Query costs, find savings op…
N/A N/A
52938
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
52939
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
52940
entropyvortex
askgrokmcp Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
N/A N/A
52941
embercore-labs
embercore Claim
Open-source AI marketing agent toolkit with plan-first workflow, human checkpoi…
N/A N/A
52942
mariia
mcp-1 Claim
N/A N/A 95
52943
halilc4
tabby-mcp Claim
A lightweight MCP server that enables control of the Tabby terminal via Chrome …
N/A N/A
52944
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
52945
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
52946
ziv-daniel
node-red-mcp Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
52947
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
52948
Winds-AI
Enables AI tools to interact with browsers for enhanced frontend development, p…
N/A N/A 95
52949
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
52950
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
Showing 52901–52950 of 53551 servers