MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29216
Scored
2094
Verified
16951
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
51
brightdata
brightdata-mcp Claim 1
Bright Data's Web MCP server enabling AI agents to search, extract & navigate t…
A 89 44 88 N/A N/A 93 83 96
52
Qoyyuum
A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 tra…
A 89 44 88 N/A N/A 68 95 100
53
rog0x
testing Claim
Test generation, mocks, coverage analysis for AI agents
A 89 44 100 N/A N/A 55 95 93
54
varun29ankuS
shodh-memory Claim
Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and …
A 89 44 90 N/A N/A 89 83 94
55
benzsevern
GoldenCheck Claim
Auto-discover validation rules from data — scan, profile, health-score. No rule…
A 89 66 86 93 97 74 81 97
56
signerlabs
ShipSwift Claim
40+ production-ready SwiftUI recipes for building full-stack iOS apps via MCP.
A 89 66 100 93 90 64 81 100
57
SHSharkar
MCP Mathematics Claim
A comprehensive MCP server that turns any AI assistant into a powerful mathemat…
A 89 66 96 100 90 70 76 94
58
pdg6
BC Curriculum Claim
Query the full BC K-12 curriculum: Big Ideas, Competencies, Content, and more.
A 89 66 100 96 96 55 81 93
59
verygoodplugins
Robinhood MCP Claim
Provides read-only access to Robinhood portfolio data for research and analysis…
A 89 55 88 82 77 95 99
60
Sallvainian
NGSS MCP Server Claim
Provides programmatic access to Next Generation Science Standards (NGSS) for mi…
A 89 55 94 100 71 81 93
61
augiemazza
Validated trading edges across futures, equities, crypto. Live signals, full au…
A 89 66 100 85 95 73 81 93
62
BlackFoil
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Cla…
A 89 44 84 N/A N/A 80 95 95
63
mahdin75
geoserver-mcp Claim
A 89 55 94 82 N/A 80 87 100
64
STAYKER-COM
1stay Claim
Hotel booking MCP server. Search, book, and manage reservations across 250K+ pr…
A 88 66 100 80 94 73 81 94
65
qbt-labs
openmm-mcp Claim
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
A 88 55 100 80 77 81 100
66
tantiope
datadog-mcp Claim
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and obser…
A 88 44 94 N/A N/A 82 83 91
67
askman-dev
agent-never-give-up Claim 1
An escape guide for coding agents, providing structured thinking tools to help …
A 88 66 96 100 97 38 82 97
68
apecloud
ApeRAG Claim
Production-ready RAG platform combining Graph RAG, vector search, and full-text…
A 88 55 96 86 85 81 92
69
janwilmake
Connect any HTTP/REST API server using an Open API spec (v3).
A 88 64 96 80 100 65 95 82
70
bartholomej
Enables LLMs to query movie details, search, creator info, user ratings, and re…
A 88 44 78 83 95 99
71
Ansvar-Systems
vietnamese-law-mcp Claim
Vietnamese legislation via MCP — full-text search across statutes and provisions
A 88 54 96 93 N/A 49 95 94
72
vlad-ds
PDF Agent MCP Claim 1
Enables AI agents to efficiently process large local and online PDFs through se…
A 88 55 96 100 N/A 38 95 94
73
123Ergo
Unphurl Claim
URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 …
A 88 66 96 94 100 59 69 98
74
Sentinel-Gate
SentinelGate Claim
Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and …
A 88 44 84 N/A N/A 69 95 100
75
ezbiz-services
SEO and marketing intelligence toolkit for keyword research, SERP analysis, bac…
A 88 66 100 86 97 67 80 90
76
anand-kamble
Insta MCP Server Claim 1
MCP server that enables integration with Instagram, allowing interaction with I…
A 88 55 96 100 N/A 52 95 84
77
with-geun
MCP server for alive-analysis. Query, search, and retrieve structured analysis …
A 88 44 90 68 95 95
78
xt765
Convert PDF, DOCX, HTML, Markdown, and Text for AI assistant context injection.
A 88 55 96 91 N/A 75 92 81
79
sidneybissoli
ibge-br-mcp Claim 1
MCP Server for IBGE (Brazilian Institute of Geography and Statistics) APIs. Acc…
A 88 55 81 100 N/A 79 94 82
80
hardware-mcp
Arduino MCP Server Claim 1
Arduino MCP server for CLI setup, board detection, compile/upload, serial monit…
A 88 55 94 82 N/A 72 95 92
81
Himalayas-App
Search and post remote jobs, browse companies, check salaries, and find talent …
A 88 66 100 100 96 43 81 93
82
Ansvar-Systems
israel-law-mcp Claim
Israel legislation via MCP — full-text search across statutes and provisions
A 88 54 94 93 N/A 52 95 93
83
VeriTeknik
A comprehensive proxy server that combines multiple MCP servers into a single i…
A 88 54 100 71 N/A 77 92 95
84
laveeshb
logicapps-mcp Claim 2
MCP server for Azure Logic Apps - debug workflows, manage runs, and authoring
A 88 55 77 100 N/A 74 95 91
85
salrad22
code-sentinel Claim
Code quality analysis MCP server - detects security issues, deceptive patterns,…
A 88 64 84 100 97 39 95 97
86
bsmi021
A Model Context Protocol (MCP) server that provides file system context to Larg…
A 88 55 100 100 N/A 51 95 80
87
TarekRaafat
skalex Claim
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP…
A 87 44 84 N/A N/A 69 95 98
88
guidance-ai
guidance-lark-mcp Claim 1
Validate and test llguidance grammars with batch testing and documentation
A 87 55 90 91 N/A 72 95 80
89
Philidor-Labs
Provides DeFi vault risk analytics for AI agents to search, compare, and perfor…
A 87 66 100 88 95 52 81 94
90
clafoutis42
No MCP Claim
A satirical MCP server that responds to any query with 'no' and a creative reas…
A 87 66 92 86 87 70 81 100
91
dorukardahan
domain-search-mcp Claim 3
Fast domain availability checker with pricing comparison and AI-powered suggest…
A 87 55 96 100 N/A 85 70 80
92
jztan
pdf-mcp Claim
Production-ready MCP server for PDF processing with intelligent caching.
A 87 55 82 82 N/A 78 95 100
93
freema
Extracts component information from Storybook design systems. Provides HTML, st…
A 87 55 94 83 N/A 73 95 87
94
roomi-fields
notebooklm-mcp Claim 1
Full automation of Google NotebookLM — Q&A with citations, audio podcasts, vide…
A 87 55 90 75 N/A 85 95 89
95
Mming-Lab
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
A 87 55 96 100 N/A 49 95 79
96
jnMetaCode
shellward Claim
AI agent security: 7 MCP tools for injection detection, PII scanning, command s…
A 87 44 81 N/A N/A 72 95 99
97
KevinRabun
GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bic…
A 87 55 90 82 N/A 69 95 96
98
Koneisto
no-as-a-service Claim
1000+ creative ways to say no. Polite, humorous, professional rejection respons…
A 87 54 96 62 N/A 83 92 100
99
rog0x
web Claim 1
Web scraping, search, monitoring, and HTML-to-markdown for AI agents
A 87 44 94 N/A N/A 52 95 98
100
TonySimonovsky
Search Claude Code conversation history with natural language queries across al…
A 87 55 100 100 N/A 61 95 67
Showing 51–100 of 40420 servers