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
101
exa-labs
exa ⚡ Claim 1
Connect AI agents to Exa for web search, content fetching, and multi-step resea…
A 87 6⁄6 ◉ ⏳ 96 80 96 64 86 91
102
dorukardahan
domain-search-mcp ⚡ Claim 3
Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, Go…
A 87 5⁄5 ◉ ⏳ 96 100 — 85 70 80
103
jwulff
Whisper MCP Server ⚡ Claim
Provides local audio transcription using whisper.cpp, supporting multiple model…
A 87 5⁄5 ◉ ⏳ 90 100 N/A 59 95 83
104
scottchronicity
A self-contained MCP server that gives AI agents the ability to calculate high-…
A 87 4⁄4 ◉ ⏳ 78 — — 81 95 96
105
kitsanannam-hue
serpapi-mcp ⚡ Claim
A 87 6⁄4 ◉ ⏳ 94 86 95 48 95 91
106
LGDiMaggio
Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anoma…
A 87 5⁄5 ◉ ⏳ 90 82 N/A 70 95 91
107
using76
Connects Claude Desktop to BULC fire simulation software for AI-powered buildin…
A 87 5⁄5 ◉ ⏳ 92 100 N/A 47 95 88
108
KevinRabun
GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bic…
A 87 5⁄5 ◉ ⏳ 90 82 N/A 69 95 96
109
TarekRaafat
skalex ⚡ Claim
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP…
A 87 4⁄4 ◉ ⏳ 84 N/A N/A 69 95 98
110
tsmztech
Salesforce MCP Server
A 87 5⁄5 ◉ ⏳ 86 100 N/A 57 95 87
111
freema
Extracts component information from Storybook design systems. Provides HTML, st…
A 87 5⁄5 ◉ ⏳ 94 83 N/A 73 95 87
112
faithk7
tavily-mcp ⚡ Claim 2
A 87 6⁄6 ◉ ⏳ 100 100 92 45 80 87
113
johnie
Provides access to Swedish per diem (traktamente) rates from Skatteverket's off…
A 87 6⁄6 ◉ ⏳ 100 100 99 30 81 92
114
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
115
emqx
mcp-typescript-sdk ⚡ Claim
A TypeScript SDK for implementing Model Context Protocol (MCP) over MQTT, suppo…
A 87 5⁄4 ◉ ⏳ 90 73 N/A 73 95 100
116
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
117
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
118
rupinder2
mcp-orchestrator ⚡ Claim
Hub that aggregates tools from multiple MCP servers with unified BM25 and regex…
A 87 5⁄5 ◉ ⏳ 100 82 N/A 76 81 90
119
Kolmo-Construction
MCP server providing 12 tools for Seattle-area home remodeling: real-time cost …
A 86 6⁄6 ◉ ⏳ 80 96 97 54 81 98
120
JoshuaOliphant
Scratchpad MCP Server ⚡ Claim 1
Provides a 'think' tool that allows Claude and other LLMs to add dedicated thin…
A 86 5⁄5 ◉ ⏳ 90 100 N/A 41 92 94
121
memory-graph
MemoryGraph ⚡ Claim
Graph-based MCP memory server for AI coding agents to store patterns, track rel…
A 86 5⁄5 ◉ ⏳ 96 82 — 88 82 82
122
r3352
Redact MCP Claim
Auto-detects and obfuscates PII (IPs, emails, API keys, names) so Claude never …
A 86 4⁄4 ◉ ⏳ 96 N/A N/A 41 95 98
123
cmdaltctr
A lightweight server that connects Claude Code with Google's Gemini AI models, …
A 86 5⁄4 ◉ ⏳ 90 77 N/A 71 91 97
124
vpursuit
This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports …
A 86 5⁄4 ◉ ⏳ 100 58 N/A 83 91 95
125
LarryWalkerDEV
AI virtual staging for real estate — stage rooms, beautify floor plans, classif…
A 86 6⁄6 ◉ ⏳ 96 84 95 51 81 98
126
cameronrye
gopher-mcp ⚡ Claim 1
Modern, cross-platform MCP server enabling AI assistants to browse and interact…
A 86 5⁄4 ◉ ⏳ 96 58 N/A 79 95 100
127
rog0x
crypto ⚡ Claim
Hash, encode, UUID, password analysis for AI agents
A 86 4⁄4 ◉ ⏳ 90 N/A N/A 55 95 95
128
cryptobriefing
gloria-mcp ⚡ Claim
AI-curated crypto news intelligence for agents. Real-time headlines with sentim…
A 86 6⁄6 ◉ ⏳ 100 75 93 66 80 92
129
Pantheon-Security
notebooklm-mcp-secure ⚡ Claim 1
Security-hardened NotebookLM MCP with post-quantum encryption
A 86 5⁄5 ◉ ⏳ 100 57 N/A 89 95 91
130
CleanSlice
CleanSlice Claim
Architecture docs and patterns for NestJS + Nuxt full-stack apps
A 86 6⁄6 ◉ ⏳ 84 90 91 62 82 99
131
bsmi021
A local Model Context Protocol server providing backend tools for AI agents to …
A 86 5⁄5 ◉ ⏳ 82 100 N/A 42 95 99
132
tldraw
tldraw Claim
Draw and visually collaborate with your agents on tldraw's canvas.
A 86 6⁄6 ◉ ⏳ 92 78 97 73 81 88
133
BACH-AI-Tools
Finmap MCP Server ⚡ Claim 1
Provides access to historical stock market data from US, UK, Russian, Turkish, …
A 86 6⁄6 ◉ ⏳ 92 86 97 48 81 98
134
shaneholloman
MCP server enabling persistent memory for Claude through a local knowledge grap…
A 86 5⁄5 ◉ ⏳ 90 82 N/A 71 95 89
135
saidsurucu
Borsa MCP ⚡ Claim
Provides comprehensive access to Turkish and US financial markets data includin…
A 86 5⁄5 ◉ ⏳ 90 100 — 53 81 94
136
sind00
flippa-mcp ⚡ Claim
Search, analyze, and evaluate online businesses for sale on Flippa.com marketpl…
A 86 5⁄5 ◉ ⏳ 88 100 N/A 54 83 94
137
ManbotHQ
Agent-VC MCP Server ⚡ Claim 1
Provides AI agents with persistent state, version control, and task management …
A 86 4⁄4 ◉ ⏳ 90 N/A N/A 51 95 100
138
harn1shmodi
VSGuard MCP ⚡ Claim
Provides real-time OWASP ASVS security guidance and vulnerability scanning for …
A 86 6⁄4 ◉ ⏳ 96 79 90 46 95 96
139
leadfuze
LeadFuze MCP Server for contact/company enrichment from email or LinkedIn URL p…
A 86 6⁄4 ◉ ⏳ 96 80 99 27 95 100
140
plagtech
Batch send SOL or any SPL token to 1000+ Solana wallets in one call. x402 payme…
A 86 6⁄6 ◉ ⏳ 78 100 98 55 81 93
141
fboldo
OpenSCAD ⚡ Claim
Render STL and PNG from OpenSCAD code.
A 86 5⁄5 ◉ ⏳ 78 100 N/A 68 95 86
142
hoangsonww
GitIntel ⚡ Claim
A local Git intelligence MCP server that provides deep repository analytics inc…
A 86 5⁄5 ◉ ⏳ 82 100 N/A 77 95 74
143
wishfinity
Universal wishlist for AI shopping experiences. Save any product URL from any s…
A 86 6⁄4 ◉ ⏳ 84 80 100 51 95 97
144
i2y
pydantic-rpc ⚡ Claim
PydanticRPC is a Python library for rapidly exposing Pydantic models as gRPC, C…
A 86 5⁄4 ◉ ⏳ 100 58 N/A 86 95 92
145
julianoczkowski
MCP Modus ⚡ Claim 1
Provides AI assistants with access to complete Modus Web Components documentati…
A 86 5⁄5 ◉ ⏳ 94 91 N/A 76 95 66
146
appwrite
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
A 86 6⁄6 ◉ ⏳ 96 92 90 47 81 98
147
node2flow-th
Connects AI assistants to your n8n instance to manage workflows, executions, cr…
A 86 5⁄5 ◉ ⏳ 96 100 — 50 81 88
148
GodModeArch
PH Holidays MCP ⚡ Claim
Provides authoritative Philippine national holiday data sourced from official p…
A 86 6⁄6 ◉ ⏳ 96 80 97 53 83 98
149
anikghosh256
Fortnox Doc MCP ⚡ Claim
Provides comprehensive documentation for 377 Fortnox API endpoints and 81 resou…
A 86 5⁄5 ◉ ⏳ 96 100 — 45 81 94
150
markswendsen-code
delta Claim
MCP server for Delta Airlines - search flights, check status, manage trips
A 86 5⁄5 ◉ ⏳ 94 100 N/A 30 95 91
Showing 101–150 of 68948 servers