MCP Server Quality Scores

Independent quality analysis of 46347 public MCP servers

46347
Discovered
29537
Scored
2112
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5551
ExHo7
Exegol MCP Server Claim
Enables AI agents to interact with Exegol pentesting containers to execute comm…
B 73 54 92 56 N/A 24 87 93
5552
vedtechsolutions
Engram MCP Claim 2
Engram MCP provides persistent, cross-session memory for AI agents by automatic…
B 73 55 78 100 N/A 38 95 39
5553
resilientbeast
Enables AI agents to access and analyze professional esports data for League of…
B 73 55 78 91 N/A 29 95 53
5554
Quevin
MCP-DayOne Claim 1
A Message Control Protocol server that enables Claude Desktop and other applica…
B 73 54 74 60 N/A 43 90 94
5555
crtormo
Project Memory Claim
An intelligent personal CRM that processes WhatsApp conversations to build a se…
B 73 54 84 58 N/A 24 95 93
5556
lucianoayres
Provides a simple addition tool and an API key retrieval tool, serving as a boi…
B 73 54 66 58 N/A 42 95 100
5557
spences10
mcp-wsl-exec Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 54 60 57 N/A 60 90 99
5558
shelv-dev
Shelv MCP Server Claim 1
An MCP server for managing Shelv shelf operations, enabling users to list, sear…
B 73 55 65 72 56 81 92
5559
ampcome-mcps
A server implementation that enables LLMs to interact with Salesforce data thro…
B 73 54 74 61 N/A 43 87 96
5560
keeponfirst
Enables image generation using Gemini native models, supporting both single pro…
B 73 55 72 72 42 80 91
5561
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5562
MikeORed
MCP Data Catalog Claim 1
An MCP server that provides AI assistants with structured, type-safe access to …
B 73 54 69 62 N/A 35 92 98
5563
StartupBros
Renpho MCP Server Claim
Provides access to body composition data from Renpho smart scales, enabling use…
B 73 55 70 72 44 81 95
5564
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5565
isdaniel
An MCP server that provides current and historical gold/precious metal prices (…
B 73 55 75 60 42 81 100
5566
aitersmam888
Enables automated generation of FreeRTOS embedded projects for chips like BK725…
B 73 54 90 51 N/A 39 95 78
5567
JamesANZ
bitcoin-mcp Claim 1
An MCP server that enables AI models to query the Bitcoin blockchain.
B 73 54 51 68 N/A 51 94 100
5568
MikeyBeez
MCP Git Server Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 54 69 70 N/A 27 92 96
5569
minimind-org
A TypeScript template for creating Model Context Protocol servers that enable A…
B 73 54 80 63 N/A 22 95 94
5570
Dedcode14
Enables file management operations on the desktop including creating, reading, …
B 73 55 80 100 N/A 24 95 48
5571
suibin521
An MCP server that generates high-quality images through Volcano Engine's Douba…
B 73 55 63 76 52 81 92
5572
sudip358
Shopify MCP Server Claim
Enables interaction with Shopify stores through the GraphQL Admin API. Supports…
B 73 55 72 75 46 78 88
5573
rklugsederoeaw
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
B 73 55 100 60 39 81 71
5574
grittygrease
Enables AI assistants to encrypt and decrypt files or text using the SAFE utili…
B 73 54 90 47 N/A 30 95 93
5575
freefish1218
Enables users to download HuggingFace models through natural language requests …
B 73 55 86 38 71 82 88
5576
OleBo
Weather MCP Server Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 55 60 82 39 81 98
5577
gmjuhasz
Focalboard MCP Server Claim 1
Enables task and board management in Focalboard through natural language, suppo…
B 73 55 90 55 25 80 100
5578
misanthropic-ai
Playwright MCP Claim
Playwright wrapper for MCP that enables LLM-powered clients to control a browse…
B 73 54 86 53 N/A 20 95 98
5579
ozten
cantrip Claim 1
MCP server for Cantrip — AI-powered GTM engine for solo founders
B 73 55 45 100 N/A 56 83 79
5580
AgentWong
A persistent memory implementation using a local knowledge graph that lets Clau…
B 73 55 78 71 36 80 92
5581
amol21p
interactive-terminal Claim 1
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Dock…
B 73 55 51 100 N/A 57 78 76
5582
r2d2helm
Enables Claude Code to interact with Obsidian vaults by providing tools for mul…
B 73 54 78 56 N/A 32 90 100
5583
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5584
eren-solutions
Action-level governance for AI agents -- control what they DO, not what they SAY
B 73 54 66 60 52 90 94
5585
zhiwei5576
Excel MCP Server Claim
Enables seamless reading, writing, and analyzing of Excel files through Model C…
B 73 55 60 62 67 82 100
5586
edricgsh
Enables Claude to interact with the Readwise Reader API, allowing for saving, l…
B 73 55 90 100 42 81 36
5587
itcomgroup
Vision MCP Server Claim
Provides free and unlimited vision capabilities for AI coding assistants using …
B 73 55 90 61 24 81 93
5588
yamalab
view-image-mcp Claim
Enables Claude Code to display images inline within supported terminals like Gh…
B 73 54 72 65 N/A 35 89 94
5589
alisaitteke
noun-mcp Claim 1
MCP server for The Noun Project - search and download icons directly in Cursor …
B 73 54 63 71 N/A 57 81 94
5590
ArdaGurcan
Enables AI assistants to manage CloudLab/Emulab experiments, including listing …
B 73 55 90 100 24 81 47
5591
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5592
nguyenxtan
Enables real-time system monitoring and automation through MCP protocol with SS…
B 73 55 78 68 40 81 91
5593
lgradisar
Enables MCP clients like Claude to interact with Graphisoft Archicad through th…
B 73 54 86 40 N/A 43 95 97
5594
masseater
Enables AI models to manage n8n workflow automation through a standardized inte…
B 73 55 78 68 55 81 75
5595
openpharma-org
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
B 73 55 96 83 47 81 43
5596
JuanCF
scrcpy-mcp Claim 3
MCP server for Android device control via ADB and scrcpy
B 73 55 69 100 N/A 65 76 49
5597
Cresium
Cresium MCP Server Claim
Enables AI tools to manage financial operations through the Cresium Partner API…
B 73 55 78 65 35 80 100
5598
dan6684
Enables Claude to perform semantic search across your Obsidian vault using Smar…
B 73 54 94 50 N/A 18 95 91
5599
Flyworks-AI
Flyworks MCP Claim 1
A Model Context Protocol server that enables fast and free lipsync video creati…
B 73 55 65 70 60 80 91
5600
kalendis-dev
Kalendis MCP Claim 1
Enables interaction with the Kalendis scheduling API to manage users, availabil…
B 73 55 94 75 46 81 55
Showing 5551–5600 of 46347 servers
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