MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
601
PleasePrompto
Enables direct integration with Google NotebookLM from MCP clients, allowing ag…
B 82 55 94 75 N/A 80 95 62
602
holon-run
uxc Claim
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, …
B 82 54 71 86 N/A 58 95 96
603
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
604
crawlbase
crawlbase-mcp Claim
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It po…
B 82 54 100 70 N/A 35 95 97
605
marshally
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
B 82 55 84 74 N/A 68 92 89
606
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
607
Ansvar-Systems
french-law-mcp Claim 1
French legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 57 95 89
608
xt765
Enables AI agents to read documents in Excel, DOCX, PDF, and TXT formats via MC…
B 82 55 66 82 N/A 75 95 94
609
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
610
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
611
Ansvar-Systems
ghana-law-mcp Claim 1
Ghana legislation via MCP — full-text search across statutes and provisions
B 82 54 75 93 N/A 47 95 94
612
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
613
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
614
revsmoke
promptrejectormcp Claim
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
B 82 54 90 60 N/A 78 83 98
615
evilsocket
nerve Claim
The Simple Agent Development Kit.
B 82 54 92 58 N/A 65 95 94
616
Ansvar-Systems
bahraini-law-mcp Claim 1
Bahrain legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 92
617
Ansvar-Systems
malawi-law-mcp Claim 1
Malawi legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 91 51 82 94
618
dodopayments
Dodo Payments Claim
The Dodo Payments MCP Server integrates with agentic frameworks to provide a li…
B 82 55 96 63 86 76 91
619
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
620
Ansvar-Systems
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
B 82 66 92 73 93 46 81 93
621
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
622
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
623
ofershap
mcp-server-cloudflare Claim 1
Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.
B 82 55 76 100 62 95 67
624
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
625
mattt
Emcee Claim
Generate an MCP server for any OpenAPI documented endpoint.
B 82 55 92 67 69 82 95
626
eLyiN
Codex Bridge Claim
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
B 82 55 72 82 N/A 78 95 86
627
rfunix
Tengu Claim
Turns Claude into a penetration testing copilot with 80 security tools, safety …
B 82 55 62 82 N/A 79 95 96
628
yut0takagi
mcp-director Claim
A management tool for Claude Code that optimizes performance by recommending an…
B 82 44 76 N/A N/A 55 95 96
629
AlaeddineMessadi
opencode-mcp Claim 3
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencod…
B 82 55 57 100 N/A 64 95 92
630
appium
MCP Appium Claim
Enables AI assistants to automate mobile app testing and development for iOS an…
B 82 54 74 61 N/A 86 95 99
631
TiM00R
Remote Terminal Claim 1
Execute commands on remote Linux servers through Claude with an interactive web…
B 82 55 75 100 N/A 48 95 81
632
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
633
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
634
Duds
Provides comprehensive accessibility auditing tools for websites using axe-core…
B 82 55 94 100 N/A 27 90 81
635
chongzixuan-ai
Captures high-quality screenshots and screencasts of web pages, automatically t…
B 82 55 96 82 N/A 50 95 73
636
JonesRobM
physbound Claim
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
B 82 55 72 82 N/A 71 95 92
637
FayAndXan
spectrawl Claim
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
B 82 55 100 68 N/A 66 81 87
638
Cifero74
mcp-apple-music Claim 1
Apple Music MCP server — search catalog, manage playlists, and access your libr…
B 82 55 88 82 N/A 66 68 100
639
mettamatt
An enhanced sequential thinking tool optimized for programming tasks that helps…
B 82 55 84 82 84 81 77
640
nissand
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
B 82 54 94 67 N/A 46 95 99
641
AytuncYildizli
legends-mcp Claim 1
Your personal council of tech titans, investing legends, and crypto builders. 3…
B 82 54 90 68 N/A 69 89 90
642
wyre-technology
autotask-mcp Claim 1
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects,…
B 82 55 81 70 N/A 88 82 92
643
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
644
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
645
clouatre-labs
Math MCP Learning Claim
Educational MCP server with 12 math/stats tools, visualizations, and persistent…
B 82 66 71 92 89 60 81 96
646
hmmhmmhm
daiso-mcp Claim 1
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
B 82 66 90 92 100 77 81 46
647
sheikhcoders
Implements cognitive science-backed interleaved learning techniques to create s…
B 82 66 90 88 94 27 82 92
648
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
649
jir13
Enables natural language interaction with Betaflight FPV drone flight controlle…
B 82 55 84 91 N/A 27 95 97
650
smallmindsco
MongTap Claim 1
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
B 82 55 96 91 N/A 33 95 75
Showing 601–650 of 40420 servers
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