MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16201
madebyaris
Kolosal Vision MCP Claim 2 3
Provides AI-powered image analysis and OCR capabilities using the Kolosal Visio…
F 25 55 84 66 45 74 94
16202
samouh-waleed
prompyai Claim 2
Scores your prompts against your real codebase — context-aware prompt intellige…
F 25 54 84 61 N/A 53 83 93
16203
chy168
Provides MCP (Model Control Protocol) tools for accessing and interacting with …
F 25 55 54 40 54 77 83
16204
obre10off
Spotify MCP Server Claim 1 2
A Model Context Protocol server that enables controlling Spotify playback throu…
F 25 54 47 72 N/A 21 90 99
16205
Kirchlive
GetScreen MCP Server Claim 1 2
Enables capturing screenshots of all connected monitors with automatic JPEG com…
F 25 54 80 57 N/A 26 87 100
16206
wedsamuel1230
Electronics MCP Servers Claim 2 3
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
F 25 55 78 100 N/A 57 84 86
16207
kwenhwang
HRFCO Service Claim 1
Real-time hydrological information retrieval service that provides water level,…
F 25 66 78 35 0 44 69 74
16208
G-Hensley
Myself MCP Server Claim 1 2
Provides a comprehensive interface to a personal knowledge base, including tool…
F 25 55 94 66 32 74 96
16209
InsForge
InsForge Claim 2 3
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
F 25 66 51 10 0 63 67 93
16210
redleaves
context-keeper Claim 2
LLM-driven context and memory management with wide-recall + precise-reranking R…
F 25 55 88 40 57 77 87
16211
Ivlad003
New Relic MCP Server Claim 2 3
A Model Context Protocol server that enables Large Language Models like Claude …
F 25 55 33 37 26 71 91
16212
CryptoRugMunch
rug-munch-mcp Claim 1 3
Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and to…
F 25 55 84 62 N/A 45 67 49
16213
RomThpt
xrpl-mcp-server Claim 1 2
MCP server for the XRP Ledger that provides access to account information, tran…
F 25 55 51 41 39 80 90
16214
zaidmukaddam
Provides AI-powered search capabilities through three specialized tools: web se…
F 25 66 84 100 98 31 81 100
16215
pullkitsan
mobsf-mcp-server Claim 1 2
A MCP server for MobSF which can be used for static and dynamic analysis of And…
F 25 54 57 71 N/A 43 84 97
16216
dynatrace-oss
dynatrace-mcp Claim 2
Leverage AI-driven observability, security, and automation to analyze anomalies…
F 25 55 86 70 98 77 82
16217
jwulff
apple-voice-memo-mcp Claim 1 2
Access Apple Voice Memos on macOS. List, get audio, extract and generate transc…
F 25 54 90 62 N/A 62 90 95
16218
sirrlock
Sirr MCP Server Claim 1 2
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
F 25 55 90 68 67 80 89
16219
jagmarques
asqav-mcp Claim 1
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
F 25 54 66 0 N/A 62 90 98
16220
igorfelipeduca
Reacticx MCP Claim 1
Provides documentation and component references for the Reacticx React Native l…
F 25 55 60 63 53 82 99
16221
kukapay
uniswap-price-mcp Claim 1 2
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
F 25 55 51 61 43 80 95
16222
deshartman
An MCP (Model Context Protocol) server that lets users send SMS messages throug…
F 25 55 72 71 42 71 84
16223
NiuTrans
MCP Translation Text Claim 1
Provides text translation capabilities powered by NiuTrans API with support for…
F 25 55 66 45 47 80 84
16224
newbpydev
Exposes VS Code diagnostic problems like errors and warnings in real-time to AI…
F 25 54 84 68 N/A 80 90 92
16225
mberg
kokoro-tts-mcp Claim 1
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
F 25 54 80 36 N/A 47 90 94
16226
elliotllliu
AgentShield Claim 1 2
Full-stack security for AI agents — static analysis + MCP runtime interception.…
F 25 55 90 35 77 67 83
16227
ClueoFoundation
OpenClueo MCP Server Claim 1
Provides a universal AI personality layer that uses a scientifically-backed Big…
F 25 55 90 71 52 80 92
16228
Ai-Quill
Scraper.is MCP Server Claim 2
Enables extracting data from websites using natural language prompts, allowing …
F 25 55 84 70 54 78 91
16229
Mattbusel
The first financial intelligence MCP server. Live AI-scored trading signals fro…
F 25 66 94 43 0 35 77 95
16230
agentskill-sh
agentskill-mcp Claim 2 3
MCP server for discovering and installing AI agent skills from agentskill.sh. S…
F 25 54 61 62 N/A 33 87 91
16231
symphonyno10
wholesale-mcp Claim 1 4
An MCP server that enables AI assistants to browse, analyze, and automate inter…
F 25 54 39 0 N/A 45 77 61
16232
devops-vesi
DevOps MCP Claim 1 2
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
F 25 55 51 68 53 76 92
16233
iTophua
iterminal Claim 1 2
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…
F 25 54 57 52 N/A 61 87 96
16234
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 55 72 100 29 80 41
16235
fredpsantos33
mcp-iteratools Claim 1 2
Multi-tool API for AI agents with MCP support: image generation (Flux), web scr…
F 25 55 90 82 N/A 33 87 43
16236
tradercjz
dolphindb-mcp-server Claim 2
TDolphinDB database integration with schema inspection and query capabilities
F 25 55 56 30 27 74 88
16237
raoulbia-ai
An MCP-compliant server that enables AI assistants like Claude Desktop to acces…
F 25 55 84 72 42 80 95
16238
MatthewDailey
Figma MCP Server Claim 1 3
Enables AI assistants to interact with Figma files through the ModelContextProt…
F 25 55 86 100 29 82 36
16239
xiaobenyang-com
Extract-Image Claim 2
The MCP server offers the function of extracting images from local files and ur…
F 25 55 72 65 N/A 50 71 60
16240
hesreallyhim
diy-tools-mcp Claim 1 3
An MCP server that allows users to dynamically add custom tools/functions at ru…
F 25 64 81 51 0 94 87 93
16241
amarisaster
Enables remote control of Lovense toys through Claude using natural language co…
F 25 66 56 72 0 36 80 100
16242
ctaylor86
Enables asynchronous transcription of long audio and video files using Deepgram…
F 25 55 78 71 29 82 94
16243
ThoreKoritzius
Indexes GraphQL schemas using embeddings to enable semantic search of types and…
F 25 55 68 33 45 80 90
16244
akilat-spec
Track and manage employee time off with quick balance lookups and streamlined a…
F 25 66 72 38 0 34 74 78
16245
LinhDangOpti
Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language que…
F 25 54 88 52 N/A 36 87 98
16246
avivshafir
revenuebase-mcp-server
F 25 55 56 32 40 76 100
16247
cablate
Gmail MCP Server Claim 1 3
Provides comprehensive Gmail integration with LLM processing capabilities, allo…
F 25 55 90 100 37 78 37
16248
edgedelta
edgedelta-mcp-server Claim 1
F 25 55 92 38 61 76 88
16249
MorDavid
A modular external attack surface mapping tool integrating tools for automated …
F 25 54 66 43 N/A 20 84 90
16250
LeGenAI
Provides AI assistants with semantic search access to the MAGMA computational a…
F 25 55 94 61 52 71 97
Showing 16201–16250 of 33379 servers
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