MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14901
tradesdontlie
Task Manager MCP Server Claim 1 2
A Model Context Protocol server providing comprehensive task management capabil…
F 30 55 55 27 46 80 99
14902
SimplyLiz
ckb Claim 1
Code intelligence MCP server — 80+ tools for navigation, impact analysis, and a…
F 30 54 90 28 N/A 75 89 100
14903
kgprs
next-devtools-mcp Claim 1
next-devtools-mcp is a Model Context Protocol (MCP) server that provides Next.j…
F 30 66 86 63 0 36 80 89
14904
CoderRahul01
A centralized workspace orchestration server that enables natural language task…
F 30 55 66 66 53 76 98
14905
drahmad89
Amazon MCP Server Claim 1
Enables interaction with Amazon services through AI assistants, allowing users …
F 30 55 54 61 48 78 100
14906
membranehq
mcp-server Claim 1
MCP Server for Membrane
F 30 55 80 42 N/A 60 80 67
14907
crazyrabbitLTC
MCP Expert Server Claim 1 4
A Model Context Protocol server utilizing Claude AI for generating intelligent …
F 30 55 79 60 19 82 91
14908
tanevanwifferen
A TypeScript-based server that allows calling other MCP clients from your own M…
F 30 55 96 51 40 71 92
14909
Steemhunt
mintclub Claim 1
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
F 30 54 84 52 N/A 39 67 98
14910
marissamarym
iMessage MCP Server Claim 1 4
A local server that enables Claude Desktop to interact with your macOS Contacts…
F 30 55 94 100 N/A 23 82 37
14911
robertcedwards
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
F 30 55 60 67 26 78 79
14912
mingolladaniele
A lightweight Model Context Protocol (MCP) server that enables natural language…
F 30 54 72 56 N/A 27 90 93
14913
argotdev
tutor-mcp-python Claim 1 2
F 30 55 78 100 N/A 39 90 54
14914
tufantunc
ssh-mcp Claim 1
MCP server exposing SSH control for Linux and Windows servers via Model Context…
F 30 54 72 71 N/A 85 87 100
14915
ShivamGoyal03
This repository is the official companion for the Azure AI Foundry Agent Servic…
F 30 54 80 43 N/A 37 90 91 JU
14916
aldrin-labs
solan docs context
F 30 54 78 58 N/A 41 89 92
14917
emekaokoye
RDF Explorer Claim 1
The Model Context Protocol (MCP) server provides a conversational interface for…
F 30 55 72 33 42 76 99
14918
MarkAndersonIX
A base setup for creating MCP servers that integrate with Google's Gemini CLI, …
F 30 55 66 31 16 80 89
14919
PaulieB14
subgraph-registry-mcp Claim 1
Discover and query 14,700+ classified subgraphs on The Graph Network
F 30 54 90 51 N/A 70 90 92
14920
Vigtu
mintlify-mcp Claim 1 3
An MCP server that enables users to query any Mintlify-powered documentation si…
F 30 66 75 66 0 68 80 93
14921
botwith
xiaozhi-mcp Claim 1 2
A versatile MCP server framework that enables AI capabilities like remote contr…
F 30 55 54 33 58 70 86
14922
GroundNG
VibeShift Claim 1
An automated security engineer that integrates with AI coding assistants to per…
F 30 54 72 31 N/A 48 85 90
14923
arthurcolle
OpenAI MCP Server Claim 1 2
A Model Context Protocol server implementation that enables connection between …
F 30 66 81 56 0 25 78 96
14924
FreePeak
Tracks and manages code changes from Git repositories, generates documentation …
F 30 55 90 55 53 76 92
14925
alayonyo
Enables AI assistants to read, search, and analyze local file systems with tool…
F 30 54 80 70 N/A 35 87 100
14926
ekas-io
Collection of B2B sales intelligence MCP servers. Includes website analysis, te…
F 30 54 86 56 43 89 86
14927
Vadimber2
Provides AI-powered selection and generation of specialized system prompts from…
F 30 55 72 62 29 80 92
14928
irdvl
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
F 30 55 54 75 28 80 70
14929
MarkusPfundstein
mcp-obsidian Claim 1
Interacting with Obsidian via REST API
F 30 55 90 67 50 80 98
14930
abhishekbhakat
mcp-server-code-assist Claim 1 4
A Model Context Protocol server that provides tools for code modification and g…
F 30 55 63 82 38 78 47
14931
spolspol
Enables intelligent management of Google Cloud Platform infrastructure using Te…
F 30 55 48 47 68 80 93
14932
dock-ai
Dock AI Claim 1
Discover MCP endpoints for real-world entities by resolving business domains.
F 30 66 84 43 0 31 80 92
14933
oxgeneral
AgentNet Claim 1 2
Agent-to-agent referral network. Discover, recommend, and refer users between A…
F 30 66 90 52 0 29 80 93
14934
Webvizio
mcp Claim 1 2
Automatically converts feedback and bug reports from websites and web apps into…
F 30 54 78 73 N/A 46 91 100
14935
dojoengine
Sensei MCP Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 55 57 33 51 80 54
14936
Manish-Awase
An MCP server that enables users to book, cancel, reschedule, and list appointm…
F 30 54 27 20 N/A 45 90 90
14937
ongjin
Security Scanner MCP Claim 1 3
Automatically detects security vulnerabilities in AI-generated code, scanning f…
F 30 55 60 82 57 76 11
14938
Gurgeron
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
F 30 54 60 72 N/A 26 87 83
14939
pinkpixel-dev
A Model Context Protocol server that enables AI assistants to generate images, …
F 30 55 55 82 79 78 59
14940
isaacphi
mcp-gdrive Claim 1 2
Model Context Protocol (MCP) Server for reading from Google Drive and editing G…
F 30 55 96 60 49 76 92
14941
risherb
A lightweight Flask-based server that enables Claude AI to perform real-time we…
F 30 55 78 41 34 78 90
14942
RockYuan
Enables interaction with the Monad blockchain to analyze smart contract source …
F 30 55 62 67 46 78 94
14943
duckmak14
Netbox MCP Server Claim 1
A powerful integration server that combines Netbox's network infrastructure man…
F 30 55 60 30 24 76 87
14944
brightdata
browserai-mcp Claim 1
A powerful Model Context Protocol (MCP) server that provides an access to serve…
F 30 54 76 70 N/A 45 90 91
14945
sportsanalytics-world
Provides intelligent access to OPTA football API documentation with automatic a…
F 30 55 90 68 29 76 96
14946
kukapay
defi-yields-mcp Claim 1 2
An MCP server for AI agents to explore DeFi yield opportunities.
F 30 55 51 31 41 82 87
14947
neuhausi
Generates CanvasXpress data visualization JSON configurations from natural lang…
F 30 55 54 43 22 80 91
14948
oenius
BrowserTools MCP Claim 1 2
A browser monitoring and interaction tool that enables AI applications to captu…
F 30 64 84 100 89 40 88 97
14949
eins78
MeteoSwiss MCP Server Claim 1
Provides access to official MeteoSwiss weather data, including regional reports…
F 30 55 78 62 62 82 92
14950
jlokos
RayBridge Claim 1
Bridges locally installed Raycast extensions to any MCP-compatible client via s…
F 30 55 96 66 63 80 67
Showing 14901–14950 of 33449 servers
« Prev 1 297 298 299 300 301 669 Next »