MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
syndr
Enables monitoring and analysis of Ansible playbook executions through the Ara …
B 82 55 92 68 70 81 97
552
calebl
YNAB MCP Server Claim 2
A Model Context Protocol server that enables AI-powered interaction with YNAB (…
B 82 55 69 100 76 81 86
553
Ansvar-Systems
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
B 82 66 92 73 93 46 81 93
554
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
555
khromov
svelte-llm-mcp Claim 1
An MCP server that provides access to Svelte 5 and SvelteKit documentation
B 82 66 75 90 87 57 82 96
556
brettbergin
A security-focused server that integrates with Cursor IDE to provide real-time …
B 82 55 96 72 56 81 99
557
Ansvar-Systems
thailand-law-mcp Claim
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
B 82 54 75 93 N/A 48 95 93
558
NickSmet
mcp-local-memory Claim
Lightweight local memory for your AI agent. SQLite + embeddings, zero setup, no…
B 82 54 96 68 N/A 51 95 90
559
aezizhu
Shortcut MCP Claim
Enables users to save frequently used long prompts as simple shortcuts like /re…
B 82 54 96 68 N/A 50 95 90
560
jsoncut
Jsoncut MCP Server Claim 1
Enables AI agents to generate JSON configurations for creating images and video…
B 82 66 94 84 64 74 81 96
561
tachibanayu24
jgrants-mcp Claim
デジタル庁による補助金APIをラップしたMCPサーバーです。
B 82 55 80 100 59 81 82
562
prismworks-ai
[DEPRECATED] Moved to prism-mcp-rs - Enterprise-grade Rust MCP SDK
B 82 54 96 50 N/A 76 92 97
563
simon-ami
win-cli-mcp-server Claim 1
Model Context Protocol server for secure command-line interactions on Windows s…
B 82 55 96 82 N/A 47 95 79
564
discourse
discourse-mcp Claim 2
Official Discourse MCP server for forum integration. Search topics, read posts,…
B 82 54 86 77 64 92 88
565
introfini
MCP server enabling AI assistants to build, test, and debug Zotero plugins
B 82 54 90 61 N/A 74 90 96
566
gogogadgetbytes
planka Claim 3
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
B 82 55 75 100 N/A 48 83 95
567
mattt
Emcee Claim
Generate an MCP server for any OpenAPI documented endpoint.
B 82 55 92 67 69 82 95
568
evilsocket
nerve Claim
The Simple Agent Development Kit.
B 82 54 92 58 N/A 65 95 94
569
andybrandt
mcp-simple-timeserver Claim 1
An MCP server that allows checking local time on the client machine or current …
B 82 66 81 86 86 53 80 96
570
dsouza-anush
Exa MCP Server Claim 1
Enables AI assistants to perform real-time web searches, company research, cont…
B 82 66 86 80 96 49 80 90
571
mhmzdev
Figma-Flutter-MCP Claim 1
Provide coding agents direct access to Figma data to help them write Flutter co…
B 82 54 84 71 N/A 80 90 87
572
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
573
hmmhmmhm
daiso-mcp Claim 1
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
B 82 66 90 92 100 77 81 46
574
darbotlabs
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
B 82 55 96 71 67 81 87
575
ukkit
memcord Claim 1
A MCP server that keeps your chat history organized and searchable—with AI-powe…
B 82 54 85 68 N/A 75 90 91
576
snowbikemike
TaScan Claim 1
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
B 82 66 96 86 87 55 67 91
577
sheikhcoders
Implements cognitive science-backed interleaved learning techniques to create s…
B 82 66 90 88 94 27 82 92
578
tekkidev
mcpstat Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
B 82 54 86 52 N/A 81 95 96
579
agentbroker-tech
AI-native cryptocurrency exchange built for autonomous agents. Register, deposi…
B 82 66 90 80 100 22 81 98
580
mikechao
metmuseum-mcp Claim
Metropolitan Museum of Art Collection API integration to search and display art…
B 82 55 90 62 78 82 96
581
ethanolivertroy
fedramp-docs-mcp Claim
Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.
B 82 54 78 62 N/A 88 92 93
582
freevisionsk
Enables access to Slovak Registry of Financial Statements data, allowing users …
B 82 66 96 66 89 53 82 94
583
ProfSynapse
Turns your Obsidian vault into an MCP-enabled workspace with tools for reading/…
B 82 54 78 67 N/A 78 92 97
584
stefanskiasan
Integrates Cline with Azure DevOps services, enabling access to work items, rep…
B 82 54 96 66 N/A 44 95 98
585
nkarasiak
QGIS MCP Claim 1
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
B 82 55 79 82 N/A 49 95 96
586
nicobailon
pi-mcp-adapter Claim
Token-efficient MCP adapter for Pi coding agent
B 82 54 92 66 N/A 76 95 80
587
Joooook
12306-mcp Claim 2
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
B 82 55 66 100 N/A 75 95 74
588
human-pages-ai
humanpages Claim
Access real-world people who listed themselves to be hired by agents. Search by…
B 82 66 94 77 87 54 81 89
589
Ansvar-Systems
qatari-law-mcp Claim 1
Qatari legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 49 95 93
590
n8m8
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
B 82 55 94 73 58 80 98
591
shinzo-labs
shinzo-ts Claim
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
B 82 54 100 40 N/A 80 92 97
592
talhaorak
tldraw MCP Claim 1
Enables AI agents to read, write, and search local tldraw (.tldr) files, provid…
B 82 54 90 63 N/A 66 90 98
593
urjitbhatia
tpm-mcp Claim
An AI-powered Technical Project Manager that enables Claude to track projects, …
B 82 55 94 91 N/A 29 95 82
594
Dynamic-Mockups
Dynamic Mockups Claim 1
Enables AI assistants to generate product mockups by integrating with the Dynam…
B 82 66 92 81 87 48 81 93
595
nomagicln
MCP Harbor Claim
A Node.js application that provides a Model Context Protocol server for interac…
B 82 55 92 75 62 76 99
596
Anarkh-Lee
Universal DB MCP Claim 1
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
B 82 55 90 72 85 82 83
597
clouatre-labs
Educational MCP server for math operations, statistics, visualization, and pers…
B 82 66 71 92 89 60 81 96
598
gavxm
ani-mcp Claim 2
MCP server for AniList with taste-aware recommendations, watch analytics, socia…
B 82 55 76 82 N/A 84 84 86
599
heyadam
Provides AI assistants with access to a production-ready design system includin…
B 82 66 92 78 96 31 82 99
600
ktr0731
go-mcp Claim
deprecated: use the official MCP sdk! (https://github.com/modelcontextprotocol/…
B 82 54 90 56 N/A 69 95 100
Showing 551–600 of 67181 servers
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