MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
51
benzsevern
GoldenCheck ⚡ Claim
Auto-discover validation rules from data — scan, profile, health-score. No rule…
A 89 6⁄6 ◉ ⏳ 86 93 97 74 81 97
52
verygoodplugins
Robinhood MCP ⚡ Claim
Provides read-only access to Robinhood portfolio data for research and analysis…
A 89 5⁄5 ◉ ⏳ 88 82 — 77 95 99
53
guodaxia9527
mcp-mpv-player ⚡ Claim 1
Control mpv media player through AI conversation. Play music and video, manage …
A 89 4⁄4 ◉ ⏳ 90 N/A N/A 64 95 100
54
pdg6
BC Curriculum ⚡ Claim
Query the full BC K-12 curriculum: Big Ideas, Competencies, Content, and more.
A 89 6⁄6 ◉ ⏳ 100 96 96 55 81 93
55
Sallvainian
NGSS MCP Server ⚡ Claim
Provides programmatic access to Next Generation Science Standards (NGSS) for mi…
A 89 5⁄5 ◉ ⏳ 94 100 — 71 81 93
56
SHSharkar
MCP Mathematics ⚡ Claim
A comprehensive MCP server that turns any AI assistant into a powerful mathemat…
A 89 6⁄6 ◉ ⏳ 96 100 90 70 76 94
57
Qoyyuum
Enables AI assistants to connect to MetaTrader 5 for trading, market data acces…
A 89 4⁄4 ◉ ⏳ 88 N/A N/A 68 95 100
58
varun29ankuS
shodh-memory ⚡ Claim
Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and …
A 89 4⁄4 ◉ ⏳ 90 N/A N/A 89 83 94
59
BlackFoil
MCP server that offloads routine coding tasks to local LLM (Ollama) to save Cla…
A 89 4⁄4 ◉ ⏳ 84 N/A N/A 80 95 95
60
rog0x
testing ⚡ Claim
Test generation, mocks, coverage analysis for AI agents
A 89 4⁄4 ◉ ⏳ 100 N/A N/A 55 95 93
61
augiemazza
Validated trading edges across futures, equities, crypto. Live signals, full au…
A 89 6⁄6 ◉ ⏳ 100 85 95 73 81 93
62
mahdin75
geoserver-mcp ⚡ Claim
A 89 5⁄5 ◉ ⏳ 94 82 N/A 80 87 100
63
brightdata
brightdata-mcp ⚡ Claim 1
Bright Data's Web MCP server enabling AI agents to search, extract & navigate t…
A 89 4⁄4 ◉ ⏳ 88 N/A N/A 93 83 96
64
VeriTeknik
Proxy combining multiple MCP servers into one interface, with discovery and man…
A 88 5⁄4 ◉ ⏳ 100 71 N/A 77 92 95
65
STAYKER-COM
1stay ⚡ Claim
Hotel booking MCP server. Search, book, and manage reservations across 250K+ pr…
A 88 6⁄6 ◉ ⏳ 100 80 94 73 81 94
66
hardware-mcp
arduino-mcp-server ⚡ Claim 1
Enables AI assistants to compile, upload, and monitor Arduino boards via natura…
A 88 5⁄5 ◉ ⏳ 94 82 N/A 72 95 92
67
apecloud
ApeRAG ⚡ Claim
Production-ready RAG platform combining Graph RAG, vector search, and full-text…
A 88 5⁄5 ◉ ⏳ 96 86 — 85 81 92
68
Ansvar-Systems
vietnamese-law-mcp ⚡ Claim
Vietnamese legislation via MCP — full-text search across statutes and provisions
A 88 5⁄4 ◉ ⏳ 96 93 N/A 49 95 94
69
vlad-ds
PDF Agent MCP ⚡ Claim 1
Enables AI agents to efficiently process large local and online PDFs through se…
A 88 5⁄5 ◉ ⏳ 96 100 N/A 38 95 94
70
salrad22
code-sentinel ⚡ Claim
Code quality analysis MCP server - detects security issues, deceptive patterns,…
A 88 6⁄4 ◉ ⏳ 84 100 97 39 95 97
71
anand-kamble
Insta MCP Server ⚡ Claim 1
MCP server that enables integration with Instagram, allowing interaction with I…
A 88 5⁄5 ◉ ⏳ 96 100 N/A 52 95 84
72
bsmi021
A Model Context Protocol (MCP) server that provides file system context to Larg…
A 88 5⁄5 ◉ ⏳ 100 100 N/A 51 95 80
73
janwilmake
Connect any HTTP/REST API server using an Open API spec (v3).
A 88 6⁄4 ◉ ⏳ 96 80 100 65 95 82
74
tantiope
datadog-mcp ⚡ Claim
Full Datadog API access: monitors, logs, metrics, traces, dashboards, and obser…
A 88 4⁄4 ◉ ⏳ 94 N/A N/A 82 83 91
75
123Ergo
Unphurl ⚡ Claim
URL intelligence for AI agents and developers. 16 tools, 25 signal weights, 20 …
A 88 6⁄6 ◉ ⏳ 96 94 100 59 69 98
76
laveeshb
logicapps-mcp ⚡ Claim 2
Enables managing and debugging Azure Logic Apps through natural language, with …
A 88 5⁄5 ◉ ⏳ 77 100 — 74 95 91
77
qbt-labs
openmm-mcp ⚡ Claim
AI-native crypto market making toolkit with 13 tools for DeFi analytics, CEX/DE…
A 88 5⁄5 ◉ ⏳ 100 80 — 77 81 100
78
askman-dev
agent-never-give-up ⚡ Claim 1
An escape guide for coding agents, providing structured thinking tools to help …
A 88 6⁄6 ◉ ⏳ 96 100 97 38 82 97
79
xt765
Converts documents between multiple formats (Markdown, HTML, DOCX, PDF, Text) e…
A 88 5⁄5 ◉ ⏳ 96 91 N/A 75 92 81
80
with-geun
MCP server for alive-analysis. Query, search, and retrieve structured analysis …
A 88 4⁄4 ◉ ⏳ 90 — — 68 95 95
81
sidneybissoli
ibge-br-mcp ⚡ Claim 1
MCP Server for IBGE (Brazilian Institute of Geography and Statistics) APIs. Acc…
A 88 5⁄5 ◉ ⏳ 81 100 N/A 79 94 82
82
Ansvar-Systems
israel-law-mcp ⚡ Claim
Israel legislation via MCP — full-text search across statutes and provisions
A 88 5⁄4 ◉ ⏳ 94 93 N/A 52 95 93
83
Sentinel-Gate
SentinelGate Claim
Open-source MCP proxy for AI agent access control with CEL policies, RBAC, and …
A 88 4⁄4 ◉ ⏳ 84 N/A N/A 69 95 100
84
Himalayas-App
Remote jobs: job search, salary data and application tracking, or post a job an…
A 88 6⁄6 ◉ ⏳ 100 100 96 43 81 93
85
bartholomej
Enables LLMs to query movie details, search, creator info, user ratings, and re…
A 88 4⁄4 ◉ ⏳ 78 — — 83 95 99
86
ezbiz-services
Enables AI assistants to perform real-time SEO and marketing analysis, includin…
A 88 6⁄6 ◉ ⏳ 100 86 97 67 80 90
87
jvm
USQL MCP Server ⚡ Claim 1
Enables AI assistants to execute SQL queries against any database supported by …
A 87 5⁄5 ◉ ⏳ 84 91 N/A 72 95 90
88
Oortonaut
mcacp ⚡ Claim 1
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
A 87 5⁄5 ◉ ⏳ 92 82 N/A 77 90 90
89
jztan
pdf-mcp ⚡ Claim
Production-ready MCP server for PDF processing with intelligent caching.
A 87 5⁄5 ◉ ⏳ 82 82 N/A 78 95 100
90
roomi-fields
notebooklm-mcp ⚡ Claim 1
Full automation of Google NotebookLM — Q&A with citations, audio podcasts, vide…
A 87 5⁄5 ◉ ⏳ 90 75 N/A 85 95 89
91
iiAtlas
hledger-mcp ⚡ Claim
Double entry plain text accounting, right in your LLM! This MCP enables compreh…
A 87 5⁄4 ◉ ⏳ 96 67 N/A 82 92 95
92
AiondaDotCom
mcp-ssh ⚡ Claim
A Model Context Protocol (MCP) server for managing and controlling SSH connecti…
A 87 5⁄5 ◉ ⏳ 100 75 N/A 85 95 78
93
Philidor-Labs
Provides DeFi vault risk analytics for AI agents to search, compare, and perfor…
A 87 6⁄6 ◉ ⏳ 100 88 95 52 81 94
94
TonySimonovsky
Search Claude Code conversation history with natural language queries across al…
A 87 5⁄5 ◉ ⏳ 100 100 N/A 61 95 67
95
GodModeArch
psgc-mcp ⚡ Claim 2
MCP server for the Philippine Standard Geographic Code (PSGC) API. Gives AI age…
A 87 6⁄6 ◉ ⏳ 81 88 97 72 82 97
96
freema
Extracts component information from Storybook design systems. Provides HTML, st…
A 87 5⁄5 ◉ ⏳ 94 83 N/A 73 95 87
97
clafoutis42
No MCP ⚡ Claim
A satirical MCP server that responds to any query with 'no' and a creative reas…
A 87 6⁄6 ◉ ⏳ 92 86 87 70 81 100
98
rog0x
web ⚡ Claim 1
Web scraping, search, monitoring, and HTML-to-markdown for AI agents
A 87 4⁄4 ◉ ⏳ 94 N/A N/A 52 95 98
99
jnMetaCode
shellward ⚡ Claim
AI Agent Security Middleware & MCP Server with 8-layer defense including prompt…
A 87 4⁄4 ◉ ⏳ 81 N/A N/A 72 95 99
100
Mming-Lab
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
A 87 5⁄5 ◉ ⏳ 96 100 N/A 49 95 79
Showing 51–100 of 68948 servers