MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47101
danecodes
roku-mcp Claim
Enables AI agents to inspect and control Roku devices—query UI elements, send r…
N/A N/A
47102
nexo Claim 1
Cognitive memory for AI agents. Atkinson-Shiffrin, RAG, knowledge graph. 100+ t…
N/A N/A 81
47103
timaw513-emergenit
Enables AI assistants to interact with Salesforce orgs through natural language…
N/A N/A
47104
nisalgunawardhana
A Node.js server that connects MCP to Gmail, enabling LLMs to send, read, and m…
47105
JeongSeongMok
Explore and integrate the Toss Securities (토스증권) Open API — browse endpoints & …
N/A N/A
47106
phil-cheesman
mcp-odbc Claim
A Python MCP server that connects to any ODBC data source and exposes schema di…
N/A N/A
47107
rin2401
smithery-mcp Claim
Greet anyone by name with a friendly message. Toggle pirate mode for playful, s…
N/A N/A 95
47108
iamjamb
Use this for coding-agent screenshot release ops via MCP or CLI; not translatio…
N/A N/A 95
47109
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
47110
mashware
A local MCP server that accumulates the business-domain knowledge of a software…
N/A N/A
47111
masahirijjz
test Claim
N/A N/A 95
47112
ragalgo
mcp-server Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
N/A N/A 95
47113
wuzenghai616
32 paid x402 endpoints (1¢-8¢) + 32 MCP tools for blockchain data (gas forecast…
N/A N/A
47114
shuididata
Unlocks comprehensive enterprise data insights, enabling queries on business en…
47115
bobbyhiddn
Ordinal-MCP Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
N/A N/A 95
47116
GangGreenTemperTatum
fbdl-mcp Claim
MCP server for Meta's FBDL (Facebook Developer Language). Lets AI agents genera…
N/A N/A
47117 N/A N/A 95
47118
axel-belfort
Hyperliquid spot market data API for AI agents. Live prices, 24h volume, market…
81
47119
foxibu
Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
81
47120
diecoscai
Hevy MCP Claim
MCP server for the Hevy fitness API — spec-generated schemas, dry-run-safe writ…
N/A N/A
47121
redhat-community-ai-tools
MCP server for DCI API enabling AI models to extract and analyze DCI jobs, comp…
47122
cyberbuff
Provides access to Atomic Red Team tests, enabling search, validation, and exec…
47123
8bitsats
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
81
47124
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
47125
DoctorCare
Enables interaction with FHIR servers to access, search, and manage FHIR resour…
47126
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
N/A N/A 95
47127
sarveshsea
memoire Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
47128
hieuchaydi
Enables preserving, querying, and managing engineering decisions with reasoning…
N/A N/A
47129
guillaume.beauverd
candice-ai Claim
N/A N/A 95
47130
OmadaIdentity
Connects MCP clients like Claude Desktop and GitHub Copilot to Omada Identity G…
N/A N/A
47131
Caplia-Tech
Caplia Claim
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow manage…
47132
VincentKaufmann
An MCP server that gives local LLMs access to Google search, live feeds, YouTub…
N/A N/A
47133
JihunBlue
Enables intelligent task assignment to developers using hybrid AI algorithms th…
81
47134
product-on-purpose
MCP server exposing 40 best-practice product management skills plus workflows a…
47135
CSOAI-ORG
content-calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47136
mpprimo
ratings Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
81
47137
ankitbhatnagartech
A decoupled, stateful MCP server and HTTP REST Gateway styled as a Banking Cred…
47138
mohanp-sl
test Claim
N/A N/A 95
47139
huangmiuXyz
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
81
47140
PaymanAI
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
N/A N/A 95
47141
portal-labs-infrastructure
A demo MCP server illustrating production patterns including OAuth 2.0 token va…
N/A N/A
47142
mike
test1 Claim
N/A N/A 95
47143
automateyournetwork
Provides structured access to Wikipedia content including search, summaries, im…
47144
TomCN0803
A Model Context Protocol server for managing text notes, with resources (note:/…
N/A N/A
47145
kikakika
testweather Claim
N/A N/A 95
47146
ugoi
vikunja-mcp Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
47147
tuitamogamer-gpt
A local stdio MCP server that gives Claude (or any MCP client) full programmati…
N/A N/A
47148
pytheum
Pytheum MCP Claim
Wraps the four public endpoints on api.pytheum.com as MCP tools so AI agents ca…
47149
ryanStark24
sfgraph Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
N/A N/A
47150
aramai-schematica
Schematica MCP Server provides 8 tools for AI agents to browse, search, and man…
Showing 47101–47150 of 47403 servers
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