MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59251
redhat-cne
Monitors and analyzes Precision Time Protocol (PTP) systems in OpenShift cluste…
59252
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
81
59253
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
81
59254
NAJEMWEHBE
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
N/A N/A
59255
perryraskin
MCP server for Apple event liveblog updates from Engadget, MacRumors, iClarifie…
59256
Ceeeebb
Enables AI agents to query component governance rules, validate component props…
N/A N/A
59257
sylvainlondon136
onchain-mcp Claim
Provides read-only access to Solana on-chain data, enabling natural language qu…
59258
druling
A platform for building and managing MCP servers and REST APIs, enabling AI int…
59259
VovaVindar
telegram-mcp Claim
Enables AI agents to read, send, and organize Telegram messages and chats. Supp…
N/A N/A
59260
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
59261
metatool-ai
metatool-app Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
81
59262
skeeminator
MCP server for the Overlord C2 framework that gives AI agents 66+ tools for man…
N/A N/A
59263
teamolimpo
synapsis Claim
Unified durable team memory MCP server with tools for session management, task …
N/A N/A
59264
opastorello
A10 Guardian Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
59265
noahshrader
Enables AI agents to search, read, create, and append Apple Notes using MCP too…
N/A N/A
59266
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
59267
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
59268
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
59269
RNBBarrett
THOUGHT Claim
A local MCP memory server giving LLMs a persistent, auditable memory fabric wit…
N/A N/A
59270
codly.fun
test Claim
N/A N/A 95
59271
Meerkats-Ai
A powerful Model Context Protocol (MCP) server implementation for seamless Goog…
59272
mhart
Enables semantic search over documentation stored in a Vectorize database using…
N/A N/A
59273
kin5
Enables access to USDA NASS agricultural statistics data through natural langua…
59274
iamalii27
Enables Claude Desktop to detect construction site hazards from photos, analyze…
59275
kubeopt
kubopt Claim
Kubernetes cluster cost analysis and optimization. Query costs, find savings op…
N/A N/A
59276
mrhegit
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
59277
Euamobi4582
MCP server for Google Gemini that does not require an API key, combining a CLI …
N/A N/A
59278
Deepankar1993
A high-performance MCP server for Trello integration with 97% token reduction t…
N/A N/A
59279
KavyaAgarwal2001
geo-agent Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
59280
jessicaruthabbott
Enables programmatic management of Substack content, including creating drafts,…
81
59281
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
59282
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
59283
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
59284
jrslyce
idelrpg Claim
Gamifies software development by allowing agents to create quests, track progre…
N/A N/A
59285
pipeworx-io
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
59286
embercore-labs
embercore Claim
Open-source AI marketing agent toolkit with plan-first workflow, human checkpoi…
N/A N/A
59287
jcottam
Provides weather alerts and forecasts for US locations using the National Weath…
59288
jameshenning
Connects your Plaud voice recorder to Claude, giving access to recordings, tran…
59289
entropyvortex
askgrokmcp Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
N/A N/A
59290
jbwinters
Enables Claude to control tmux sessions, manage windows and panes, and search/e…
N/A N/A
59291
ziv-daniel
node-red-mcp Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
59292
halilc4
tabby-mcp Claim
A lightweight MCP server that enables control of the Tabby terminal via Chrome …
N/A N/A
59293
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
59294
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
59295
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
59296
ggui-ai
ggui Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
N/A N/A
59297
x746b
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
N/A N/A
59298
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
59299
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
59300
Winds-AI
Enables AI tools to interact with browsers for enhanced frontend development, p…
N/A N/A 95
Showing 59251–59300 of 59385 servers