MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15051
Fibery-inc
fibery ⚡ Claim 1
Interact with your Fibery workspace.
F 30 5⁄5 ◉ ⏳ 84 65 — 50 83 88
15052
neuhausi
Generates CanvasXpress data visualization JSON configurations from natural lang…
F 30 5⁄5 ◉ ⏳ 54 43 — 22 80 91
15053
pinkpixel-dev
bibble ⚡ Claim 1
Transform your terminal into an intelligent AI workspace with autonomous tool-c…
F 30 5⁄4 ◉ ⏳ 96 65 N/A 60 90 99
15054
openpharma-org
WHO MCP Server ⚡ Claim 1
Provides access to the World Health Organization's Global Health Observatory da…
F 30 5⁄5 ◉ ⏳ 96 60 — 52 78 90
15055
getsec
JIRA MCP Server ⚡ Claim 1
Enables AI systems to interact with JIRA through natural language, allowing use…
F 30 5⁄5 ◉ ⏳ 60 41 — 26 77 94
15056
r3-yamauchi
Enables secure interaction with kintone through OAuth authentication, supportin…
F 30 5⁄5 ◉ ⏳ 66 70 — 41 80 92
15057
JordanDalton
restcsv-mcp-server ⚡ Claim 1 3
An MCP server for CSV files.
F 30 5⁄5 ◉ ⏳ 47 65 — 25 77 71
15058
kukapay
defi-yields-mcp ⚡ Claim 1 2
An MCP server for AI agents to explore DeFi yield opportunities.
F 30 5⁄5 ◉ ⏳ 51 31 — 41 82 87
15059
YoussefSahnoun
PentestMCP ⚡ Claim 1
Enables LLMs to perform Active Directory penetration testing using tools like N…
F 30 5⁄4 ◉ ⏳ 66 37 N/A 46 84 87
15060
falahgs
Generates high-quality images using Google's Imagen 3.0 model via the Gemini AP…
F 30 5⁄5 ◉ ⏳ 78 100 — 23 76 35
15061
ocean1
An MCP server that enables direct communication between two Claude instances, a…
F 30 5⁄5 ◉ ⏳ 79 72 — 44 76 81
15062
Vijay-2005
MCP Gemini Server ⚡ Claim 1
Enables Claude Desktop to interact with Google's Gemini API, allowing users to …
F 30 5⁄5 ◉ ⏳ 78 70 — 21 78 100
15063
leomessi2140
Enables menu browsing, recommendation requests, and shopping cart management th…
F 30 5⁄5 ◉ ⏳ 54 25 — 25 80 88
15064
gerred
MCP Server Replicate ⚡ Claim 1 2
A FastMCP server implementation that facilitates resource-based access to AI mo…
F 30 5⁄5 ◉ ⏳ 78 71 — 29 78 100
15065
BearHuddleston
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
F 30 5⁄4 ◉ ⏳ 96 36 N/A 56 90 90
15066
diaz3618
ccg-mcp-tool ⚡ Claim 1
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
F 30 5⁄4 ◉ ⏳ 90 62 — 81 90 89
15067
eliavamar
MCP of MCPs Claim 1
A meta-server that aggregates multiple MCP servers into a single interface, red…
F 30 5⁄4 ◉ ⏳ 84 38 N/A 51 89 90
15068
zzaebok
Wikidata MCP Server ⚡ Claim 1
A server implementation for interacting with Wikidata API using the Model Conte…
F 30 5⁄5 ◉ ⏳ 72 25 — 44 76 93
15069
StealthMole
Enables access to StealthMole's threat intelligence API for searching and monit…
F 30 6⁄6 ◉ ⏳ 72 55 0 32 76 88
15070
tinyfish-io
agentql-mcp ⚡ Claim 1 2
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
F 30 5⁄5 ◉ ⏳ 90 62 — 67 76 95
15071
bkuri
Jesse MCP Server ⚡ Claim 1 3
An MCP server that exposes the Jesse algorithmic trading framework's capabiliti…
F 30 5⁄4 ◉ ⏳ 65 20 N/A 69 88 92
15072
jordanburke
kuzudb-mcp-server ⚡ Claim 1 2
A Model Context Protocol server that provides access to Kuzu databases. This se…
F 30 5⁄5 ◉ ⏳ 85 66 — 58 76 100
15073
capyBearista
gemini-researcher ⚡ Claim 1
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
F 30 5⁄4 ◉ ⏳ 88 77 N/A 84 90 91
15074
callmybot
callmybot-domoticz ⚡ Claim 1
Greet anyone by name with a friendly hello. Explore the origin of 'Hello, World…
F 30 6⁄6 ◉ ⏳ 42 57 0 22 76 100
15075
industream
MCP Odoo Server ⚡ Claim 1 2
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
F 30 5⁄5 ◉ ⏳ 84 68 — 24 76 100
15076
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
F 30 5⁄4 ◉ ⏳ 78 63 N/A 74 88 94
15077
husniadil
ultrathink ⚡ Claim 1
MCP server for sequential thinking and complex problem-solving. Built iterative…
F 30 5⁄5 ◉ ⏳ 84 53 N/A 58 80 91
15078
blurrah
mcp-graphql ⚡ Claim 1
Allows the AI to query GraphQL servers
F 30 5⁄5 ◉ ⏳ 68 61 — 74 80 96
15079
iflow-mcp
BlenderMCP ⚡ Claim 1
Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation…
F 30 5⁄4 ◉ ⏳ 78 33 N/A 45 84 97
15080
osins
Dev Tool MCP ⚡ Claim 1 2
Provides web crawling and browser automation capabilities with support for mult…
F 30 5⁄4 ◉ ⏳ 96 36 N/A 24 88 94
15081
zlatkoc
youtube-summarize ⚡ Claim 1
MCP server that fetches YouTube video transcripts and optionally summarizes the…
F 30 5⁄4 ◉ ⏳ 60 33 — 72 90 93
15082
Tommertom
sonos-ts-mcp ⚡ Claim 1 2
Comprehensive Sonos audio system control through pure TypeScript implementation…
F 30 5⁄4 ◉ ⏳ 92 58 N/A 34 89 71
15083
raghavdasila
Enables AI agents to interact with Firebase services including Authentication, …
F 30 5⁄4 ◉ ⏳ 66 37 — 19 89 99
15084
jarrettmeyer
A demonstration MCP server built with TypeScript and Bun that implements a clas…
F 30 5⁄5 ◉ ⏳ 66 50 — 30 82 100
15085
osamadev
A custom Model Context Protocol server that provides real-time financial analys…
F 30 5⁄5 ◉ ⏳ 56 36 — 16 78 78
15086
Darkstar326
Wraps the cursor-agent CLI to provide cost-effective tools for repository analy…
F 30 5⁄4 ◉ ⏳ 76 62 N/A 31 89 89
15087
alizdavoodi
MCPDocSearch Claim 1
This project provides a toolset to crawl websites wikis, tool/library documenti…
F 30 5⁄4 ◉ ⏳ 70 36 N/A 45 90 100
15088
aashari
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira proj…
F 30 5⁄5 ◉ ⏳ 100 71 — 68 80 84
15089
ipradeep99
Prophet MCP Server Claim 1 2
An MCP server powered by Meta's Prophet that enables LLMs to perform time-serie…
F 30 5⁄5 ◉ ⏳ 69 51 — 48 78 91
15090
iOSDevSK
mcp-for-woocommerce ⚡ Claim 1
WooCommerce MCP Server — WordPress community plugin implementing the Model Cont…
F 30 5⁄4 ◉ ⏳ 90 60 N/A 66 87 91
15091
kstrikis
A Model Context Protocol server that enables collaborative debates between mult…
F 30 5⁄5 ◉ ⏳ 33 67 — 41 80 71
15092
Avik-creator
MCP Manim Server ⚡ Claim 1
A server-based tool that enables the generation of mathematical animations from…
F 30 5⁄5 ◉ ⏳ 48 25 — 23 71 86
15093
suwa-sh
local-RAG-backend ⚡ Claim 1
A Docker-based local RAG backend that provides advanced document search capabil…
F 30 5⁄4 ◉ ⏳ 94 56 N/A 45 87 91
15094
Infatoshi
x-mcp ⚡ Claim 1 2
An MCP server that provides AI agents with full access to the X (Twitter) API f…
F 30 5⁄5 ◉ ⏳ 61 72 — 37 77 94
15095
HarshJ23
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
F 30 5⁄5 ◉ ⏳ 66 36 — 45 71 88
15096
Andrew-Beniash
MCP Command Server ⚡ Claim 1 2
A secure server that allows LLM applications like Claude to execute whitelisted…
F 30 5⁄4 ◉ ⏳ 66 51 N/A 23 90 87
15097
cameronrye
activitypub-mcp ⚡ Claim 1
A comprehensive MCP server that enables LLMs to explore and interact with the F…
F 30 5⁄4 ◉ ⏳ 84 70 N/A 86 92 98
15098
lite
iTerm MCP ⚡ Claim 1 5
Access your iTerm session and control terminal commands seamlessly.
F 30 5⁄5 ◉ ⏳ 75 100 N/A 39 87 54
15099
stobo-app
AI-powered SEO and AEO audit for websites
F 30 5⁄4 ◉ ⏳ 72 43 N/A 65 83 98
15100
AlvaroRamirezCastillo
greeting-mcp-server ⚡ Claim 1 2
An MCP server greeting
F 30 5⁄4 ◉ ⏳ 15 63 N/A 26 94 100
Showing 15051–15100 of 69153 servers
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