MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20551
2b3pro
calibre-mcp Claim
Enables searching, reading, and managing a Calibre ebook library through natura…
B 74 33 72 N/A N/A 50 95
20552
poolside-ventures
Enables AI assistants to enrich and retrieve company data by connecting to the …
B 74 44 84 70 58 76
20553
chrisdoc
hevy-mcp Claim
Manage your Hevy workouts, routines, folders, and exercise templates. Create an…
B 74 44 64 65 N/A 90 82
20554
WhenLabs-org
when Claim
The WhenLabs developer toolkit — 6 tools, 7 MCP endpoints, one install.
B 74 33 60 N/A N/A 70 95
20555
jcislo
moltalyzer-mcp Claim
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
B 74 33 84 N/A N/A 55 75
20556
RealMikeChong
Ultra MCP Claim 1
A Model Context Protocol server that exposes OpenAI and Gemini AI models throug…
B 74 44 81 56 76 80
20557
ykshah1309
A TypeScript MCP server for financial data aggregation that connects AI assista…
B 74 33 78 68 75
20558
mirno-ehf
ue5-mcp Claim
Let AI edit your Unreal Engine Blueprints. MCP server plugin for Claude Code — …
B 74 43 86 56 N/A 54 94 C
20559
ellmos-ai
ellmos-clatcher-mcp Claim 1
Utility-first MCP server that extends Claude Code with file-maintenance capabil…
B 74 33 72 N/A N/A 51 95
20560
microsoft
playwright-mcp Claim
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pa…
B 74 43 86 32 N/A 81 95
20561
sulaiman013
powerbi-mcp Claim
MCP server for natural language interaction with Power BI datasets
B 74 44 90 65 N/A 48 81
20562
lawchat-oss
Provides AI assistants with access to Taiwan's public legal data, including cou…
B 74 33 70 51 95
20563
erwanpaccard
irpp-mcp Claim
A Python MCP server that calculates French income tax using the official DGFiP …
B 74 33 66 N/A N/A 60 95
20564
HayoDev
Crystallize MCP Claim 2
Crystallize headless commerce tools for AI agents via Model Context Protocol
B 74 33 76 N/A N/A 81 67
20565
IvanAmador
vercel-ai-docs-mcp Claim
A Model Context Protocol (MCP) server that provides AI-powered search and query…
B 74 33 88 N/A N/A 23 95
20566
zyntarasystems
human-dispatch-mcp Claim 1
MCP server that dispatches physical-world tasks to humans through a unified API
B 74 33 84 N/A N/A 58 75
20567
alexander-zuev
Supabase MCP Server with support for SQL query execution and database explorati…
B 74 43 64 71 N/A 78 88
20568
ale-ishizawa
yahoo-finance-mcp Claim
B 74 33 76 N/A N/A 42 95
20569
LeslieLeung
glean Claim
A self-hosted RSS reader and personal knowledge management tool.
B 74 43 64 65 N/A 81 90
20570
pathintegral-institute
mcpm.sh Claim
CLI MCP package manager & registry for all platforms and all clients. Search & …
B 74 43 58 58 N/A 99 92
20571
jerrelblankenship
Kibana MCP Server Claim
Enables AI assistants to interact with Kibana dashboards, visualizations, and E…
B 74 44 94 71 33 81
20572
daveangulo
Twining MCP Server Claim
Provides agent coordination for Claude Code through a shared blackboard, decisi…
B 74 43 90 32 N/A 90 84
20573
EtanHey
brainlayer Claim
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
B 74 33 70 N/A N/A 52 95
20574
alilxxey
Read-only MCP server for OpenObserve Community Edition via REST API. Search log…
B 74 33 60 N/A N/A 71 95
20575
TedoNeObichaJavaScript
readyorai Claim
Zero-cost MCP server for local code inspection and best-practice recommendations
B 74 33 66 N/A N/A 58 95
20576
IvanMurzak
Unity-MCP Claim
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and…
B 74 43 88 38 N/A 71 95
20577
yanxue06
obsidian-mcp Claim 1
Give Claude (and any MCP client) real agent access to your Obsidian vault — gra…
B 74 33 66 N/A N/A 61 95
20578
masx200
A bridge server that converts stdio protocol to streamable-http protocol, allow…
B 74 44 80 66 67 81
20579
mcp-servers-for-revit
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
B 74 43 78 58 N/A 60 95
20580
JoernBerkefeld
mcp-server-sfmc Claim
SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, …
B 74 33 66 N/A N/A 61 95
20581
la-rebelion
MCP Server Claim 1
MCP Server simplifies the implementation of the Model Context Protocol by provi…
B 74 43 78 62 N/A 54 95
20582
hendronf
Instapaper MCP Server Claim 1
Enables Claude and other MCP clients to manage Instapaper accounts by reading, …
B 74 44 92 65 62 71
20583
dailydaniel
Logseq MCP Server Claim
A server that enables LLMs to programmatically interact with Logseq knowledge g…
B 74 44 92 66 46 81
20584
sekops-ch
Enables browsing and interacting with Microsoft SharePoint sites and documents …
B 74 44 96 71 33 81
20585
Mingxiao300
Notion Claim
Manage Notion pages and databases from your workflow. Search, read, and update …
B 74 43 82 63 N/A 54 90
20586
MhrnMhrn
Godot MCP Claim
Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools …
B 74 33 86 N/A N/A 27 95
20587
caiuschrom-a11y
mcp-trademark Claim 1
USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert …
B 74 33 86 N/A N/A 27 95
20588
crazyrabbitLTC
Twitter MCP Server Claim 1
Enables interaction with Twitter through a Model Context Protocol, allowing lar…
B 74 44 94 58 48 83
20589
GraysonCAdams
alexa-mcp Claim 1
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
B 74 33 69 N/A N/A 55 95
20590
GeiserX
telegram-archive-mcp Claim 1
MCP server for Telegram Archive — search messages, browse chats, and access his…
B 74 33 55 N/A N/A 78 95
20591
joeleesuh
Provides basic tools for echoing messages, adding numbers, and getting the curr…
B 74 33 84 29 95
20592
DevSkillsIT
Skills MCP AD Claim
A production-ready MCP server that enables AI assistants to manage enterprise A…
B 74 44 100 55 49 81
20593
sv
MCP Paradex Server Claim 1
A Model Context Protocol server implementation that enables AI assistants to in…
B 74 44 79 66 69 80
20594
Zackriya-Solutions
MCP-Markdown-RAG Claim
A Model Context Protocol (MCP) server that provides a local-first RAG engine fo…
B 74 33 70 N/A N/A 53 95
20595
DiegoNogueiraDev
mcp-graph-workflow Claim
MCP local-first CLI tool that converts PRD text files into persistent execution…
B 74 43 60 62 N/A 88 92
20596
AntonioTF5
soul-mcp-server Claim 1
MCP server for validating and generating SOUL.md agent identity files from Clau…
B 74 33 73 N/A N/A 47 95
20597
Abaddollyon
Context Fabric Claim 1
A persistent memory and context management system for AI CLI tools that utilize…
B 74 44 96 32 83 82
20598
leonardoca1
Search, read, and discover thousands of visual aesthetics (cottagecore, dark ac…
B 74 33 70 N/A N/A 51 95
20599
Hug0x0
mcp-reunion Claim 2
MCP server for Réunion open data (data.regionreunion.com)
B 74 33 53 N/A N/A 81 95
20600
ShunsukeHayashi
A development platform that helps AI developers optimize prompts through intell…
B 74 44 84 65 61 81
Showing 20551–20600 of 59573 servers
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