MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
651
eddmann
intervals-icu-mcp Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 55 66 100 46 94 95
652
human-pages-ai
Human Pages Claim
Hire real humans for tasks agents can't do alone. 36 tools for the full hiring …
B 82 66 94 77 87 54 81 89
653
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
654
aeriondyseti
Provides local vector-based semantic memory storage for AI assistants to persis…
B 82 54 90 62 N/A 72 92 93
655
darbotlabs
Provides advanced AI reasoning capabilities through step-by-step thinking frame…
B 82 55 96 71 67 81 87
656
freevisionsk
Enables access to Slovak Registry of Financial Statements data, allowing users …
B 82 66 96 66 89 53 82 94
657
Ansvar-Systems
tanzanian-law-mcp Claim 1
Tanzania legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 90 51 81 94
658
Vortiago
Outline MCP Server Claim 1
Connect AI assistants to Outline for document search, reading, and management
B 82 55 72 82 N/A 85 83 94
659
jezweb
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
B 82 55 90 100 31 81 92
660
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
661
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
662
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
663
vanphappi
Kiro CLI MCP Server Claim 2
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
B 82 55 94 91 N/A 46 90 77
664
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
665
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
666
KashunCheng
dap_mcp Claim
Model Context Protocol (MCP) server that interacts with a Debugger
B 82 54 90 60 N/A 68 89 99
667
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
668 B 82 54 88 73 N/A 60 90 95
669
kenneives
Translates design tokens between platforms — extract from Tailwind, CSS, Figma,…
B 82 54 84 58 N/A 86 90 98
670
JonesRobM
physbound Claim
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
B 82 55 72 82 N/A 71 95 92
671
Dianel555
Paper Search MCP Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 55 100 100 77 78 46
672
raullenchai
vnsh Claim
Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporizat…
B 82 55 96 58 N/A 75 81 100
673
Asunainlove
OfficeReader-MCP Claim 1
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
B 82 55 86 91 N/A 39 95 83
674
erajasekar
AI Diagram Maker Claim
Generate software diagrams from natural language, code, ASCII, images, Mermaid.
B 82 66 84 80 96 64 71 93
675
clotho2
Provides token-efficient semantic search and document retrieval by indexing PDF…
B 82 54 100 67 N/A 43 90 100
676
abd3lraouf
Specter MCP Claim
Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform…
B 82 54 90 58 N/A 75 95 90
677
Ansvar-Systems
zambian-law-mcp Claim 1
Zambia legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 94
678
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
679
hmmhmmhm
daiso-mcp Claim 1
한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.
B 82 66 90 92 100 77 81 46
680
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 55 88 100 47 81 80
681
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
682
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
683
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
684
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
685
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
686
Krishna-Desiraju
Enables AI assistants to manage Apple Reminders on macOS using natural language…
B 82 54 94 62 N/A 52 92 100
687
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
688
marshally
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
B 82 55 84 74 N/A 68 92 89
689
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
690
Ansvar-Systems
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
B 82 66 92 73 93 46 81 93
691
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
692
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
693
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
694
revsmoke
promptrejectormcp Claim
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
B 82 54 90 60 N/A 78 83 98
695
8enSmith
mcp-open-library Claim 1
A MCP server for the Open Library API that enables AI assistants to search for …
B 82 55 85 67 78 83 100
696
discourse
mcp Claim 2
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
B 82 54 86 77 N/A 64 92 88
697
hendrickcastro
MCPQL Claim
A comprehensive Model Context Protocol server for SQL Server database operation…
B 82 55 96 66 64 80 100
698
forest6511
secretctl Claim 1
AI-safe secrets manager with MCP integration. Run commands with credentials inj…
B 82 54 76 68 N/A 79 90 99
699
dedalus-labs
dedalus-mcp-python Claim 1
A simple and performant Model Context Protocol framework for Python.
B 82 54 84 61 N/A 94 88 86
700
keyurgolani
TasksMultiServer Claim 1
Multi-interface task management system that enables AI agents and users to mana…
B 82 55 100 65 59 82 97
Showing 651–700 of 40420 servers
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