MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
101
freema
Extracts component information from Storybook design systems. Provides HTML, st…
A 87 55 94 83 N/A 73 95 87
102
GodModeArch
psgc-mcp Claim 2
MCP server for the Philippine Standard Geographic Code (PSGC) API. Gives AI age…
A 87 66 81 88 97 72 82 97
103
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
104
kbsooo
Atom of Thoughts Claim 1
Enhance your applications with intelligent thought processing capabilities. Lev…
A 87 55 96 100 N/A 48 95 80
105
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
106
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
107
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
108
Mming-Lab
Enables controlling Minecraft Bedrock and Education Edition through natural lan…
A 87 55 96 100 N/A 49 95 79
109
Oortonaut
mcacp Claim 1
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
A 87 55 92 82 N/A 77 90 90
110
scottchronicity
A self-contained MCP server that gives AI agents the ability to calculate high-…
A 87 44 78 81 95 96
111
johnie
Provides access to Swedish per diem (traktamente) rates from Skatteverket's off…
A 87 66 100 100 99 30 81 92
112
AiondaDotCom
mcp-ssh Claim
A Model Context Protocol (MCP) server for managing and controlling SSH connecti…
A 87 55 100 75 N/A 85 95 78
113
using76
Connects Claude Desktop to BULC fire simulation software for AI-powered buildin…
A 87 55 92 100 N/A 47 95 88
114
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
115
jwulff
Whisper MCP Server Claim
Provides local audio transcription using whisper.cpp, supporting multiple model…
A 87 55 90 100 N/A 59 95 83
116
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
117
Augustab
microsoft_fabric_mcp Claim 1
MCP server wrapping around the Fabric Rest API
A 87 55 86 82 N/A 67 95 99
118
LGDiMaggio
Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anoma…
A 87 55 90 82 N/A 70 95 91
119
memory-graph
MemoryGraph Claim
A graph-based MCP server that provides AI coding agents with persistent memory …
A 86 55 96 82 88 82 82
120
i2y
pydantic-rpc Claim
PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, C…
A 86 54 100 58 N/A 86 95 92
121
shaneholloman
MCP server enabling persistent memory for Claude through a local knowledge grap…
A 86 55 90 82 N/A 71 95 89
122
julianoczkowski
MCP Modus Claim 1
Provides AI assistants with access to complete Modus Web Components documentati…
A 86 55 94 91 N/A 76 95 66
123
appwrite
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
A 86 66 96 92 90 47 81 98
124
bsmi021
A local Model Context Protocol server providing backend tools for AI agents to …
A 86 55 82 100 N/A 42 95 99
125
sonwr
domain-radar Claim
MCP server that checks domain availability in real-time during brand naming
A 86 44 76 N/A N/A 71 95 99
126
markswendsen-code
delta Claim
MCP server for Delta Airlines - search flights, check status, manage trips
A 86 55 94 100 N/A 30 95 91
127
sind00
flippa-mcp Claim
Search, analyze, and evaluate online businesses for sale on Flippa.com marketpl…
A 86 55 88 100 N/A 54 83 94
128
plagtech
Batch send SOL or any SPL token to 1000+ Solana wallets in one call. x402 payme…
A 86 66 78 100 98 55 81 93
129
jina-ai
MCP Claim
Official Jina AI Remote MCP Server
A 86 55 92 92 N/A 60 81 98
130
letuanvu08
Enables AI assistants to manage Anki flashcard collections by creating, searchi…
A 86 55 90 100 N/A 47 95 87
131
leadfuze
LeadFuze MCP Server for contact/company enrichment from email or LinkedIn URL p…
A 86 64 96 80 99 27 95 100
132
fboldo
OpenSCAD Claim
Render STL and PNG from OpenSCAD code.
A 86 55 78 100 N/A 68 95 86
133
ManbotHQ
Agent-VC MCP Server Claim 1
Provides AI agents with persistent state, version control, and task management …
A 86 44 90 N/A N/A 51 95 100
134
saidsurucu
Borsa MCP Claim
Provides comprehensive access to Turkish and US financial markets data includin…
A 86 55 90 100 53 81 94
135
vpursuit
This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports …
A 86 54 100 58 N/A 83 91 95
136
rog0x
crypto Claim
Hash, encode, UUID, password analysis for AI agents
A 86 44 90 N/A N/A 55 95 95
137
BACH-AI-Tools
Finmap MCP Server Claim 1
Provides access to historical stock market data from US, UK, Russian, Turkish, …
A 86 66 92 86 97 48 81 98
138
ashwinvis
scb-opendata-mcp Claim
Statistics Sweden’s open data made available as an MCP server, using Python and…
A 86 44 88 N/A N/A 56 95 95
139
cyanheads
filesystem-mcp-server Claim 1
A Model Context Protocol (MCP) server for platform-agnostic file capabilities, …
A 86 55 82 100 N/A 61 92 88
140
Pantheon-Security
notebooklm-mcp-secure Claim 1
Security-hardened NotebookLM MCP with post-quantum encryption
A 86 55 100 57 N/A 89 95 91
141
harn1shmodi
VSGuard MCP Claim
Provides real-time OWASP ASVS security guidance and vulnerability scanning for …
A 86 64 96 79 90 46 95 96
142
JoshuaOliphant
Scratchpad MCP Server Claim 1
Provides a 'think' tool that allows Claude and other LLMs to add dedicated thin…
A 86 55 90 100 N/A 41 92 94
143
cryptobriefing
gloria-mcp Claim
AI-curated crypto news intelligence for agents. Real-time headlines with sentim…
A 86 66 100 75 93 66 80 92
144
GodModeArch
PH Holidays MCP Claim
Provides authoritative Philippine national holiday data sourced from official p…
A 86 66 96 80 97 53 83 98
145
Kolmo-Construction
MCP server providing 12 tools for Seattle-area home remodeling: real-time cost …
A 86 66 80 96 97 54 81 98
146
hoangsonww
GitIntel Claim
A local Git intelligence MCP server that provides deep repository analytics inc…
A 86 55 82 100 N/A 77 95 74
147
cmdaltctr
A lightweight server that connects Claude Code with Google's Gemini AI models, …
A 86 54 90 77 N/A 71 91 97
148
cloudflare
mcp Claim
Cloudflare MCP servers
A 86 66 78 86 100 78 81 95
149
node2flow-th
Connects AI assistants to your n8n instance to manage workflows, executions, cr…
A 86 55 96 100 50 81 88
150
LarryWalkerDEV
AI virtual staging for real estate — stage rooms, beautify floor plans, classif…
A 86 66 96 84 95 51 81 98
Showing 101–150 of 44165 servers
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