MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7251
zereight
confluence-mcp ⚡ Claim
jira, wiki mcp
B 70 5⁄5 ◉ ⏳ 78 63 — 28 81 90
7252
LeomaiaJr
WOL MCP Server ⚡ Claim
Provides read-only access to the Watchtower Online Library (WOL) with advanced …
B 70 5⁄5 ◉ ⏳ 76 51 — 53 82 84
7253
roandegraaf
lordicon-mcp Claim 1
An MCP server that allows AI agents to search, preview, and generate embed code…
B 70 5⁄5 ◉ ⏳ 45 75 — 48 81 100
7254
roelven
Another Planka MCP ⚡ Claim 2
An MCP server that enables AI assistants to interact with self-hosted Planka bo…
B 70 5⁄5 ◉ ⏳ 69 68 — 32 82 92
7255
zhaoyouj
MCP-Slicer ⚡ Claim
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
B 70 5⁄4 ◉ ⏳ 90 38 N/A 33 87 90
7256
ainblockchain
AI Network MCP Server ⚡ Claim 1
Enables AI agents to interact with the AI Network blockchain by managing accoun…
B 70 5⁄5 ◉ ⏳ 62 82 — 43 81 74
7257
rdvo
Steel Puppeteer ⚡ Claim 2
A Model Context Protocol server that enables LLMs to automate web browsers usin…
B 70 5⁄5 ◉ ⏳ 65 66 — 34 81 99
7258
rosh-studio
Rosh MCP Server ⚡ Claim 1
Enables AI to create and publish interactive web apps, games, and 3D scenes usi…
B 70 5⁄5 ◉ ⏳ 76 41 — 47 82 100
7259
199-mcp
An enhanced server for ElevenLabs that enables high-quality text-to-speech, voi…
B 70 5⁄5 ◉ ⏳ 78 46 — 49 82 89
7260
ranit532
MCP Server POC ⚡ Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 5⁄5 ◉ ⏳ 78 57 — 43 71 94
7261
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 5⁄5 ◉ ⏳ 69 71 — 24 81 94
7262
chromewillow
Grey Hack MCP Server ⚡ Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 5⁄5 ◉ ⏳ 79 67 — 18 80 91
7263
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 5⁄5 ◉ ⏳ 78 75 — 20 77 87
7264
dswillden
Digital Brain MCP ⚡ Claim 1
A persistent long-term memory system that enables AI clients to store and recal…
B 70 5⁄5 ◉ ⏳ 72 70 — 27 80 90
7265
danielklecha
Unofficial Powershell MCP server
B 70 5⁄4 ◉ ⏳ 74 38 N/A 73 87 81
7266
expenselm
expenselm-mcp-server ⚡ Claim 1
An MCP server that provides access to your expense data on ExpenseLM.
B 70 5⁄4 ◉ ⏳ 65 72 N/A 27 81 98
7267
dongwoosuk
Outlook MCP ⚡ Claim
Enables semantic search and AI-powered analysis of Outlook emails using RAG-bas…
B 70 5⁄4 ◉ ⏳ 88 27 N/A 45 95 92
7268
PraneshASP
foundry-mcp-server ⚡ Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 5⁄5 ◉ ⏳ 66 58 N/A 54 81 91
7269
siarhei-fedziukovich
MolMIM MCP Server ⚡ Claim
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
B 70 5⁄5 ◉ ⏳ 80 53 — 39 81 91
7270
zhongmingyuan
mcp-my-mac ⚡ Claim
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
B 70 5⁄5 ◉ ⏳ 54 74 N/A 36 95 84
7271
mdoel
OmniFocus MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates OmniFocus with Claude Desktop, …
B 70 5⁄4 ◉ ⏳ 57 57 N/A 39 95 100
7272
priteshshah96
A simple application demonstrating Model Context Protocol (MCP) integration wit…
B 70 5⁄5 ◉ ⏳ 82 66 — 16 77 94
7273
0xhijo
MCP Twitter Claim 1
A Model Context Protocol server that enables AI models and applications to inte…
B 70 5⁄5 ◉ ⏳ 57 68 — 42 81 99
7274
StevenGeller
LDK MCP Server ⚡ Claim 1
Provides real-time Lightning Development Kit expertise for accelerating iOS Lig…
B 70 5⁄5 ◉ ⏳ 84 83 — 51 81 38
7275
JaxonDigital
Enables AI assistants to manage Optimizely DXP deployments through natural lang…
B 70 5⁄5 ◉ ⏳ 54 82 — 51 81 80
7276
SajinMohamedPe
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
B 70 5⁄5 ◉ ⏳ 72 61 — 25 81 100
7277
fongfai
A starter template for building Model Context Protocol (MCP) servers using Node…
B 70 5⁄4 ◉ ⏳ 60 58 N/A 35 92 100
7278
nanameru
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
B 70 5⁄5 ◉ ⏳ 78 82 — 24 81 67
7279
hushaudio
PuppeteerMCP Server ⚡ Claim 1
An MCP server that enables AI assistants to capture and analyze web page screen…
B 70 5⁄4 ◉ ⏳ 63 65 N/A 23 95 93
7280
mizchi
Lighthouse MCP ⚡ Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 5⁄5 ◉ ⏳ 78 53 — 33 81 96
7281
nonsleepr
Enables dynamic instrumentation of running processes through Frida, allowing us…
B 70 5⁄5 ◉ ⏳ 74 71 — 24 80 91
7282
TeslaLord
Enables interaction with GitLab repositories through natural language, supporti…
B 70 5⁄5 ◉ ⏳ 92 43 — 19 81 99
7283
JosueSay
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
B 70 5⁄4 ◉ ⏳ 72 57 N/A 21 95 95
7284
oharkins
Provides comprehensive access to real-time weather data, forecasts, historical …
B 70 5⁄5 ◉ ⏳ 60 71 — 29 82 100
7285
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 5⁄5 ◉ ⏳ 85 38 — 54 81 88
7286
THENABILMAN
Enables AI-powered semantic search and question-answering for LiveKit documenta…
B 70 5⁄5 ◉ ⏳ 78 70 — 19 81 90
7287
Astoriel
dbt-doctor ⚡ Claim
AI-driven MCP server that audits, profiles, detects schema drift, and auto-gene…
B 70 5⁄4 ◉ ⏳ 76 28 N/A 51 92 100
7288
takiAA
Twitter MCP Server ⚡ Claim 1
Provides tools for interacting with Twitter to retrieve tweets by ID and post n…
B 70 5⁄5 ◉ ⏳ 78 63 — 17 81 95
7289
ndyadav8797-art
Enables GPT Desktop to interact with local file systems and execute shell comma…
B 70 5⁄4 ◉ ⏳ 78 45 N/A 22 95 98
7290
baranwang
MCP Deep Research ⚡ Claim
Enables web search and deep research capabilities through the Tavily API, allow…
B 70 5⁄5 ◉ ⏳ 76 100 — 45 81 34
7291
qingpengchen2011
Enables compilation and serving of Manim animations through natural language. S…
B 70 5⁄4 ◉ ⏳ 78 56 N/A 19 95 90
7292
Processori7
Enables comprehensive internet search capabilities through DuckDuckGo, supporti…
B 70 5⁄5 ◉ ⏳ 90 62 — 25 81 78
7293
robertoamoreno
A TypeScript-based MCP server that enables AI assistants to interact with Couch…
B 70 5⁄5 ◉ ⏳ 84 100 — 19 81 42
7294
Iceeeeec
MCP MySQL Server ⚡ Claim
Enables AI assistants to safely query MySQL databases with read-only access by …
B 70 5⁄5 ◉ ⏳ 78 58 — 39 81 86
7295
wpfleger96
A server that exposes PagerDuty API functionality to LLMs with structured input…
B 70 5⁄5 ◉ ⏳ 80 41 — 66 81 84
7296
anjor
coinmarket-mcp-server ⚡ Claim 1
Coinmarket API integration to fetch cryptocurrency listings and quotes
B 70 5⁄5 ◉ ⏳ 84 42 — 45 81 93
7297
adityaldy
LPDP MCP Server ⚡ Claim 1
Enables users to query information about LPDP scholarship financial disbursemen…
B 70 5⁄5 ◉ ⏳ 84 50 — 26 82 97
7298
louxsye
An MCP server that enables AI models to perform Google Web searches using the G…
B 70 5⁄5 ◉ ⏳ 63 68 — 36 80 100
7299
dearlordylord
huly-mcp ⚡ Claim 2
MCP server for Huly project management. Query issues, create and update tasks, …
B 70 5⁄4 ◉ ⏳ 57 56 — 65 83 92
7300
vivek1612
A Model Context Protocol server that enables LLMs to interact directly with Mon…
B 70 5⁄5 ◉ ⏳ 75 56 — 42 81 89
Showing 7251–7300 of 69052 servers
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