MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

43656
Discovered
29481
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
51
Sallvainian
NGSS MCP Server Claim
Provides programmatic access to Next Generation Science Standards (NGSS) for mi…
A 89 55 94 100 71 81 93
52
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
53
benzsevern
GoldenCheck Claim
Auto-discover validation rules from data — scan, profile, health-score. No rule…
A 89 66 86 93 97 74 81 97
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
rog0x
testing Claim
Test generation, mocks, coverage analysis for AI agents
A 89 44 100 N/A N/A 55 95 93
56
augiemazza
Validated trading edges across futures, equities, crypto. Live signals, full au…
A 89 66 100 85 95 73 81 93
57
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
58
guodaxia9527
mcp-mpv-player Claim 1
Control mpv media player through AI conversation. Play music and video, manage …
A 89 44 90 N/A N/A 64 95 100
59
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
60
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
61
verygoodplugins
Robinhood MCP Claim
Provides read-only access to Robinhood portfolio data for research and analysis…
A 89 55 88 82 77 95 99
62
Qoyyuum
Enables AI assistants to connect to MetaTrader 5 for trading, market data acces…
A 89 44 88 N/A N/A 68 95 100
63
mahdin75
geoserver-mcp Claim
A 89 55 94 82 N/A 80 87 100
64
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
65
janwilmake
Connect any HTTP/REST API server using an Open API spec (v3).
A 88 64 96 80 100 65 95 82
66
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
67
bartholomej
Enables LLMs to query movie details, search, creator info, user ratings, and re…
A 88 44 78 83 95 99
68
xt765
Converts documents between multiple formats (Markdown, HTML, DOCX, PDF, Text) e…
A 88 55 96 91 N/A 75 92 81
69
apecloud
ApeRAG Claim
Production-ready RAG platform combining Graph RAG, vector search, and full-text…
A 88 55 96 86 85 81 92
70
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
71
VeriTeknik
A comprehensive proxy server that combines multiple MCP servers into a single i…
A 88 54 100 71 N/A 77 92 95
72
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
73
salrad22
code-sentinel Claim
Code quality analysis MCP server - detects security issues, deceptive patterns,…
A 88 64 84 100 97 39 95 97
74
ezbiz-services
SEO and marketing intelligence toolkit for keyword research, SERP analysis, bac…
A 88 66 100 86 97 67 80 90
75
with-geun
MCP server for alive-analysis. Query, search, and retrieve structured analysis …
A 88 44 90 68 95 95
76
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
77
bsmi021
A Model Context Protocol (MCP) server that provides file system context to Larg…
A 88 55 100 100 N/A 51 95 80
78
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
79
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
80
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
81
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
82
hardware-mcp
arduino-mcp-server Claim 1
Enables AI assistants to compile, upload, and monitor Arduino boards via natura…
A 88 55 94 82 N/A 72 95 92
83
Himalayas-App
Search and post remote jobs, browse companies, check salaries, and find talent …
A 88 66 100 100 96 43 81 93
84
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
85
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
86
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
87
faithk7
tavily-mcp Claim 2
A 87 66 100 100 92 45 80 87
88
exa-labs
exa Claim 1
Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a con…
A 87 66 96 80 96 64 86 91
89
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
90
freema
Extracts component information from Storybook design systems. Provides HTML, st…
A 87 55 94 83 N/A 73 95 87
91
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
92
tsmztech
Salesforce MCP Server
A 87 55 86 100 N/A 57 95 87
93
Augustab
microsoft_fabric_mcp Claim 1
MCP server wrapping around the Fabric Rest API
A 87 55 86 82 N/A 67 95 99
94
KevinRabun
GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bic…
A 87 55 90 82 N/A 69 95 96
95
johnie
Provides access to Swedish per diem (traktamente) rates from Skatteverket's off…
A 87 66 100 100 99 30 81 92
96
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
97
Mming-Lab
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
A 87 55 96 100 N/A 49 95 79
98
rupinder2
mcp-orchestrator Claim
Central hub that aggregates tools from multiple MCP servers with unified BM25/r…
A 87 55 100 82 N/A 76 81 90
99
TonySimonovsky
Search Claude Code conversation history with natural language queries across al…
A 87 55 100 100 N/A 61 95 67
100
scottchronicity
A self-contained MCP server that gives AI agents the ability to calculate high-…
A 87 44 78 81 95 96
Showing 51–100 of 43656 servers