MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
101
iiAtlas
hledger-mcp Claim
Double entry plain text accounting, right in your LLM! This MCP enables compreh…
A 87 54 96 67 N/A 82 92 95
102
jvm
USQL MCP Server Claim 1
Enables AI assistants to execute SQL queries against any database supported by …
A 87 55 84 91 N/A 72 95 90
103
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
104
kitsanannam-hue
serpapi-mcp Claim
A 87 64 94 86 95 48 95 91
105
scottchronicity
A self-contained MCP server that gives AI agents the ability to calculate high-…
A 87 44 78 81 95 96
106
tsmztech
Salesforce MCP Server
A 87 55 86 100 N/A 57 95 87
107
KevinRabun
GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bic…
A 87 55 90 82 N/A 69 95 96
108
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
109
freema
Extracts component information from Storybook design systems. Provides HTML, st…
A 87 55 94 83 N/A 73 95 87
110
TonySimonovsky
Search Claude Code conversation history with natural language queries across al…
A 87 55 100 100 N/A 61 95 67
111
LGDiMaggio
Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anoma…
A 87 55 90 82 N/A 70 95 91
112
Augustab
Microsoft Fabric MCP Claim 1
A read-only Model Context Protocol server for Microsoft Fabric, enabling natura…
A 87 55 86 82 67 95 99
113
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
114
jztan
pdf-mcp Claim
Production-ready MCP server for PDF processing with intelligent caching.
A 87 55 82 82 N/A 78 95 100
115
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
116
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
117
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
118
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
119
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
120
memory-graph
MemoryGraph Claim
Graph-based MCP memory server for AI coding agents to store patterns, track rel…
A 86 55 96 82 88 82 82
121
InfiniQuest-App
wisdom-store Claim 1
Provides AI coding assistants with persistent memory, AST-based project indexin…
A 86 55 90 100 N/A 55 95 81
122
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
123
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
124
rog0x
crypto Claim
Hash, encode, UUID, password analysis for AI agents
A 86 44 90 N/A N/A 55 95 95
125
Kolmo-Construction
MCP server providing 12 tools for Seattle-area home remodeling: real-time cost …
A 86 66 80 96 97 54 81 98
126
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
127
cameronrye
gopher-mcp Claim 1
Modern, cross-platform MCP server enabling AI assistants to browse and interact…
A 86 54 96 58 N/A 79 95 100
128
vpursuit
This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports …
A 86 54 100 58 N/A 83 91 95
129
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
130
saidsurucu
Borsa MCP Claim
Provides comprehensive access to Turkish and US financial markets data includin…
A 86 55 90 100 53 81 94
131
letuanvu08
Enables AI assistants to manage Anki flashcard collections by creating, searchi…
A 86 55 90 100 N/A 47 95 87
132
fboldo
OpenSCAD Claim
Render STL and PNG from OpenSCAD code.
A 86 55 78 100 N/A 68 95 86
133
harn1shmodi
VSGuard MCP Claim
Provides real-time OWASP ASVS security guidance and vulnerability scanning for …
A 86 64 96 79 90 46 95 96
134
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
135
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
136
tldraw
tldraw Claim
Draw and visually collaborate with your agents on tldraw's canvas.
A 86 66 92 78 97 73 81 88
137
cmdaltctr
A lightweight server that connects Claude Code with Google's Gemini AI models, …
A 86 54 90 77 N/A 71 91 97
138
sonwr
mcp-domain-radar Claim
Enables AI assistants to check domain availability in real-time during brand na…
A 86 44 76 71 95 99
139
appwrite
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
A 86 66 96 92 90 47 81 98
140
anikghosh256
Fortnox Doc MCP Claim
Provides comprehensive documentation for 377 Fortnox API endpoints and 81 resou…
A 86 55 96 100 45 81 94
141
node2flow-th
Connects AI assistants to your n8n instance to manage workflows, executions, cr…
A 86 55 96 100 50 81 88
142
jina-ai
MCP Claim
Official Jina AI Remote MCP Server
A 86 55 92 92 N/A 60 81 98
143
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
144
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
145
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
146
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
147
CleanSlice
CleanSlice Claim
Architecture docs and patterns for NestJS + Nuxt full-stack apps
A 86 66 84 90 91 62 82 99
148
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
149
GodModeArch
PH Holidays MCP Claim
Provides authoritative Philippine national holiday data sourced from official p…
A 86 66 96 80 97 53 83 98
150
shaneholloman
MCP server enabling persistent memory for Claude through a local knowledge grap…
A 86 55 90 82 N/A 71 95 89
Showing 101–150 of 67181 servers