MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 10 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
geekbot-com
Geekbot MCP ⚡ Claim
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
B 82 5⁄4 ◉ ⏳ 90 65 N/A 71 90 93
552
iconben
z-image-studio ⚡ Claim
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation…
B 82 5⁄5 ◉ ⏳ 96 61 N/A 78 80 93
553
Ansvar-Systems
zambian-law-mcp ⚡ Claim 1
Zambia legislation via MCP -- full-text search across statutes and provisions
B 82 6⁄6 ◉ ⏳ 92 73 93 51 80 94
554
Dianel555
Paper Search MCP ⚡ Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 5⁄5 ◉ ⏳ 100 100 — 77 78 46
555
barecommerce-core
BareMCP ⚡ Claim
Enables AI assistants to manage BareCommerceCore e-commerce stores through 46 t…
B 82 5⁄5 ◉ ⏳ 100 75 — 51 81 92
556
jay-trivedi
amazon_sp_mcp ⚡ Claim 1
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
B 82 5⁄4 ◉ ⏳ 100 63 N/A 40 94 100
557
NiclasOlofsson
DBT Core MCP Server ⚡ Claim 1
Enables AI assistants to interact with DBT (Data Build Tool) projects, allowing…
B 82 5⁄5 ◉ ⏳ 66 82 N/A 80 95 88
558
Ansvar-Systems
Liechtenstein legislation via MCP — full-text search across statutes and provis…
B 82 5⁄4 ◉ ⏳ 71 93 N/A 51 95 92
559
Nam0101
android-mcp-toolkit ⚡ Claim 1
A growing collection of MCP tools for Android Development. Currently features a…
B 82 5⁄5 ◉ ⏳ 82 100 N/A 54 95 67
560
gogogadgetbytes
planka ⚡ Claim 3
MCP server for PLANKA kanban boards. Full CRUD for cards, tasks, comments, and …
B 82 5⁄5 ◉ ⏳ 75 100 N/A 48 83 95
561
vanphappi
Kiro CLI MCP Server ⚡ Claim 2
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
B 82 5⁄5 ◉ ⏳ 94 91 N/A 46 90 77
562
mhmzdev
Figma-Flutter-MCP ⚡ Claim 1
Provide coding agents direct access to Figma data to help them write Flutter co…
B 82 5⁄4 ◉ ⏳ 84 71 N/A 80 90 87
563
rwese
Manages backlog items and todos with status tracking, priorities, and dependenc…
B 82 5⁄5 ◉ ⏳ 92 100 N/A 74 95 40
564
erebusnz
rigol-mcp Claim 1
An MCP server for controlling Rigol DS1000Z series oscilloscopes over LAN using…
B 82 4⁄4 ◉ ⏳ 81 N/A N/A 46 95 99
565
Asunainlove
OfficeReader-MCP ⚡ Claim 1
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
B 82 5⁄5 ◉ ⏳ 86 91 N/A 39 95 83
566
Ansvar-Systems
brazil-law-mcp ⚡ Claim
Brazil legislation via MCP — full-text search across statutes and provisions
B 82 5⁄4 ◉ ⏳ 75 93 N/A 48 95 93
567
keyurgolani
TasksMultiServer ⚡ Claim 1
Multi-interface task management system that enables AI agents and users to mana…
B 82 5⁄5 ◉ ⏳ 100 65 — 59 82 97
568
marlinjai
email-mcp ⚡ Claim
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph)…
B 82 5⁄5 ◉ ⏳ 76 82 — 75 95 82
569
james-webdev
server ⚡ Claim
Search UK electronics products across retailers. Real-time prices, stock, and s…
B 82 5⁄4 ◉ ⏳ 94 67 N/A 54 95 93
570
levelsofself
self-awareness-game ⚡ Claim 1
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
B 82 6⁄6 ◉ ⏳ 96 66 100 50 80 90
571
Joooook
12306-mcp ⚡ Claim 2
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
B 82 5⁄5 ◉ ⏳ 66 100 N/A 75 95 74
572
marshally
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
B 82 5⁄5 ◉ ⏳ 84 74 N/A 68 92 89
573
tekkidev
mcpstat Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
B 82 5⁄4 ◉ ⏳ 86 52 N/A 81 95 96
574
Ansvar-Systems
senegalese-law-mcp ⚡ Claim 1
Senegal legislation via MCP -- full-text search across statutes and provisions
B 82 6⁄6 ◉ ⏳ 92 73 93 51 82 93
575
saidsurucu
İhale MCP Claim
Enables users to search and access Turkish public procurement data from EKAP v2…
B 82 6⁄6 ◉ ⏳ 86 92 86 52 81 88
576
Ansvar-Systems
us-regulations-mcp ⚡ Claim 1
US compliance: HIPAA, CCPA, SOX, GLBA, FERPA, COPPA, FDA, EPA, FFIEC, NYDFS + 4…
B 82 5⁄4 ◉ ⏳ 71 92 N/A 51 95 93
577
Ansvar-Systems
thailand-law-mcp ⚡ Claim
Thai law database — PDPA, Computer Crime Act, Cybersecurity Act, ETA with full-…
B 82 5⁄4 ◉ ⏳ 75 93 N/A 48 95 93
578
jsoncut
Jsoncut MCP Server ⚡ Claim 1
Enables AI agents to generate JSON configurations for creating images and video…
B 82 6⁄6 ◉ ⏳ 94 84 64 74 81 96
579
yut0takagi
mcp-director ⚡ Claim
A management tool for Claude Code that optimizes performance by recommending an…
B 82 4⁄4 ◉ ⏳ 76 N/A N/A 55 95 96
580
sieteunoseis
mcp-cisco-support ⚡ Claim 1
A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Sup…
B 82 5⁄5 ◉ ⏳ 96 100 — 79 81 44
581
tecnomanu
Provides real-time access to the Nerdearla conference agenda, enabling users to…
B 82 5⁄5 ◉ ⏳ 84 100 — 34 81 98
582
debu-sinha
excalidraw ⚡ Claim
Security-hardened Excalidraw MCP server with auth, rate limiting, and 14 tools
B 82 5⁄4 ◉ ⏳ 84 72 N/A 67 95 90
583
staskh
trading-skills ⚡ Claim
Provides 32 trading analysis tools for AI-powered market analysis, including re…
B 82 5⁄5 ◉ ⏳ 62 82 — 72 95 100
584
sandraschi
Provides unified control for both physical robots (ROS-based like Moorebot Scou…
B 82 5⁄5 ◉ ⏳ 90 82 — 69 81 82
585
ttommyth
interactive-mcp ⚡ Claim
Enables interactive LLM workflows by adding local user prompts and chat capabil…
B 82 5⁄4 ◉ ⏳ 90 63 N/A 73 90 92
586
8enSmith
mcp-open-library ⚡ Claim 1
A MCP server for the Open Library API that enables AI assistants to search for …
B 82 5⁄5 ◉ ⏳ 85 67 — 78 83 100
587
Ansvar-Systems
pakistani-law-mcp ⚡ Claim 1
Pakistani legislation via MCP — full-text search across statutes and provisions
B 82 5⁄4 ◉ ⏳ 71 93 N/A 49 95 93
588
cobanov
teslamate-mcp ⚡ Claim
A Model Context Protocol (MCP) server that provides access to your TeslaMate da…
B 82 5⁄4 ◉ ⏳ 94 67 N/A 50 90 100
589
nguyenvanduocit
jira-mcp ⚡ Claim
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
B 82 5⁄5 ◉ ⏳ 88 68 — 78 81 97
590
stacklok
ToolHive is an application that allows you to install, manage and run MCP serve…
B 82 5⁄5 ◉ ⏳ 84 57 N/A 93 83 100
591
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 6⁄4 ◉ ⏳ 78 100 84 31 95 90
592
darbotlabs
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
B 82 5⁄5 ◉ ⏳ 96 71 — 67 81 87
593
hmmhmmhm
daiso-mcp ⚡ Claim 1
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
B 82 6⁄6 ◉ ⏳ 90 92 100 77 81 46
594
zachegner
Provides AI agents with structured access to U.S. EPA environmental data includ…
B 82 5⁄5 ◉ ⏳ 94 82 — 44 82 95
595
spences10
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
B 82 5⁄4 ◉ ⏳ 90 76 — 56 90 91
596
clouatre-labs
Educational MCP server for math operations, statistics, visualization, and pers…
B 82 6⁄6 ◉ ⏳ 71 92 89 60 81 96
597
human-pages-ai
humanpages ⚡ Claim
Access real-world people who listed themselves to be hired by agents. Search by…
B 82 6⁄6 ◉ ⏳ 94 77 87 54 81 89
598
depfenderdev
Enables users to scan software packages for data exfiltration and security thre…
B 82 5⁄4 ◉ ⏳ 90 73 N/A 57 92 91
599
mrkrsl
web-search-mcp ⚡ Claim
A simple, locally hosted Web Search MCP server for use with Local LLMs
B 82 5⁄4 ◉ ⏳ 88 62 N/A 74 92 92
600
cap-js
mcp-server ⚡ Claim
Model Context Protocol (MCP) server for AI-assisted development of CAP applicat…
B 82 5⁄4 ◉ ⏳ 84 58 N/A 91 91 92
Showing 551–600 of 68948 servers
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