MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56501
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
56502
farmountain
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
N/A N/A 95
56503
embercore-labs
embercore Claim
Open-source AI marketing agent toolkit with plan-first workflow, human checkpoi…
N/A N/A
56504
shayanline
msloop-mcp Claim
MCP server that provides read access to Microsoft Loop workspaces and pages by …
N/A N/A
56505
jameshenning
Connects your Plaud voice recorder to Claude, giving access to recordings, tran…
56506
entropyvortex
askgrokmcp Claim
Brings xAI's Grok API into Claude Code as native tools, enabling chat, image ge…
N/A N/A
56507
jbwinters
Enables Claude to control tmux sessions, manage windows and panes, and search/e…
N/A N/A
56508
pipeworx-io
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
56509
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
56510
Winds-AI
Enables AI tools to interact with browsers for enhanced frontend development, p…
N/A N/A 95
56511
ziv-daniel
node-red-mcp Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
56512
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
56513
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
56514
ggui-ai
ggui Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
N/A N/A
56515
x746b
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
N/A N/A
56516
halilc4
tabby-mcp Claim
A lightweight MCP server that enables control of the Tabby terminal via Chrome …
N/A N/A
56517
mariia
mcp-1 Claim
N/A N/A 95
56518
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
56519
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
56520
lighthousegrouptr-commits
Enables Claude.ai to connect to a Hermes MCP server via OAuth 2.1 authorization…
56521
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
56522 N/A N/A 95
56523
Secure integration between AI tools and Egnyte content with search, analysis, a…
N/A N/A 81
56524
Kaka-123-D
shippage Claim
Enables publishing HTML, markdown, text, ZIP files, and static folders to Shipp…
56525 N/A N/A 95
56526
MCP-Mirror
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
81
56527
AaronVick
echorift-mcp Claim 1
MCP server for EchoRift infrastructure primitives (BlockWire, CronSynth, Switch…
N/A N/A 75
56528
RivkiRotenberg
Enables fetching current weather forecast for cities in Israel by scraping weat…
N/A N/A
56529
NumericalPie
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
N/A N/A
56530
Nishanth-Kandepedu
A Model Context Protocol (MCP) server that exposes ChEMBL's public bioactivity …
N/A N/A
56531
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
56532
kcgdz
mcp-print Claim
Provides comprehensive print production and color management tools (Pantone loo…
N/A N/A
56533
DevTee-dot
MCP server for real-time electricity prices, carbon intensity, and energy analy…
56534
ProofStream Claim 1
Dispatch a human verifier to physically verify anything in the real world. For …
N/A N/A 81
56535
adzuna
A Model Context Protocol (MCP) server that provides AI assistants with access t…
N/A N/A 95
56536
silly-geese
estonian-mcp Claim
An MCP server that integrates EstNLTK to provide Estonian language tools (morph…
56537
La-fe
Enables creating and managing text notes with a simple note-taking system. Prov…
N/A N/A 95
56538
Baptiste4321
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
N/A N/A
56539
opjhabuilds
Enables AI assistants to push HTML prototypes to DesignPin for team review and …
56540
SuperInstance
Enables Claude Code to query and control the SuperInstance fleet, including fle…
56541
agentic-devops
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
56542
harshitAgr
codabench-mcp Claim 1
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
N/A N/A 83
56543 N/A N/A 95
56544
FedericaZuccarello
MCP Server Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
N/A N/A
56545
paarths-collab
AI code review grounded in your repo history. Supports Test Gen and Security Au…
N/A N/A
56546
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
56547
ezesc
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
N/A N/A 95
56548
@suse00544
xiaohongshu-mcp Claim
N/A N/A 95
56549
phidn
Enables interactive feedback with image support in Cursor, allowing users to pa…
N/A N/A
56550
wilderfield
plaid-mcp Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
Showing 56501–56550 of 56925 servers