MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33351
MicroEsim
MicroEsim Claim
MicroEsim MCP connects your AI agent to global eSIM networks. Instead of manual…
81
33352
teamsincetoday
Extract shoppable products from newsletter content with affiliate signals.
N/A N/A 75
33353
blueprint-infrastructure
Solentic Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
33354
PatrickKalkman
AI-powered assistant that connects Claude to video encoding workflows, translat…
81
33355
profikid
Soulseek MCP Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
33356
sinkiangscorpio
suna11 Claim
N/A N/A 95
33357 N/A N/A 95
33358
Vannelier
Verify French companies and suppliers in real-time. Check SIREN/SIRET, BODACC i…
33359
babelwrap
Let AI agents interact with any website through natural language instead of CSS…
N/A N/A
33360
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
33361
pkolawa
Polish National government's registry of all businesses, foundations, and other…
N/A N/A 95
33362
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A 95
33363
cybercraftsolutionsllc
mcp-shield Claim
Trust verification for MCP servers. Check scores, scan for security issues, sea…
33364
qubitsok
mcp-server Claim
N/A N/A 95
33365
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
N/A N/A 95
33366
marian-kamenistak
Browse and buy ELC Conference 2026 engineering leadership tickets in Prague via…
33367
lit-mcp Claim 2
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
N/A N/A 81
33368
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
33369
social
An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
81
33370
Local-first Claude Code cost analyzer. Per-tool spend, daily trends, optimizati…
N/A N/A
33371
node2flow
n8n-Management Claim 1
MCP server for n8n workflow automation — manage workflows, executions, credenti…
81
33372
finizi-app
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
N/A N/A 95
33373
PixdataOrg
CodeRide Claim
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
N/A N/A 95
33374
AutomattaIA
Enables restaurant reservation management and schedule checking through Supabas…
N/A N/A 95
33375
KekwanuLabs
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
N/A N/A 83
33376
MCP-Mirror
Enables querying and exploring the GitHub GraphQL API schema and executing opti…
81
33377
PaulGG-Code
Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
N/A N/A 95
33378
ibraheem4
Linear Claim
Interact with Linear's API for managing issues, projects, and teams.
N/A N/A 95
33379
contextium-io
mcp-server Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
N/A N/A 95
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