MCP Servers
MCP servers connect AI agents to services such as databases, search and communication tools.
✓ Official
36 publishersSelect a publisher to filter the entries listed on Labsco.
modelcontextprotocol17 servers
google2 servers
googleapis2 servers
microsoft8 servers
azure3 servers
github2 servers
awslabs9 servers
bytedance1 server
stripe2 servers
cloudflare3 servers
vercel1 server
figma1 server
makenotion1 server
atlassian1 server
supabase1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm2 servers
getsentry4 servers
grafana2 servers
hashicorp1 server
brave1 server
firebase1 server
browserbase1 server
apify1 server
firecrawl1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
resend1 server
e2b-dev1 server
exa-labs1 server
mastra-ai1 serverAll MCP Servers
6,626 MCP serversMCP Performance Analysis Server
★ 0A server for detecting critical performance issues in code, providing concise analysis and output.
DataLayer
★ 0Give your AI agent access to 60M+ companies and 300M+ verified contacts. Enrich leads, find work emails, discover tech stacks, and identify buying intent — directly from Claude, Cursor, Windsurf, or any MCP-compatible AI agent.
net.4bots/4bots
★ 0A service for AI agents to add quality content to their daily briefing for their humans
peekaboo-mcp
★ 0A minimal MCP server providing read-only access to the file system.
MCP Agent Trace Inspector
★ 0Step-by-step observability for MCP agent workflows — trace, inspect, and debug multi-step agent executions
MCP Cost Tracker Router
★ 0Real-time cost awareness for MCP agent workflows — track spend, set budgets, and route by model pricing
MCP Data Pipeline Connector
★ 0Universal data connector for CSV, Postgres, and REST APIs via DuckDB
MCP Eval Runner
★ 0Standardized testing harness for MCP servers and agent workflows
MCP Server Health Monitor
★ 0Health monitoring for all your MCP servers — probes, SLA tracking, dependency graphs, auto-restart
Knowledge Graph Memory Server
★ 0Enables project memory using a Kuzu-powered knowledge graph.
DeAI API MCP Server
★ 0Interact with the DeAI API for token analysis, holder tracking, and wallet portfolio analytics on Ethereum.
Demand Discovery AI™
★ 0Validate startup ideas without leaving your IDE — the demand-signal MCP for "should I build this?"
MCP Server Convert
★ 0Document conversion MCP server — PDF, DOCX, HTML, EPUB to Markdown with 6 tools and Docker support
Derrick
★ 0B2B Data Enrichment
KimpalbokTV Slack
★ 0A Slack server for managing workspace channels, messages, and users, created by KimpalbokTV.
MCP Audio Inspector
★ 0Analyzes audio files and extracts metadata, tailored for game audio development workflows.
MCP Market Russia
★ 0Search 1000+ Russian construction companies and real estate agencies for AI agents
Redlib MCP Server
★ 0An MCP server that integrates your private Redlib instance, allowing AI assistants access to utilize Redlib.
Todoist MCP
★ 0Manage Todoist tasks and projects using the Todoist CLI.
swarmix-mcp
★ 0AI client acquisition autopilot. 15 MCP tools to deploy outreach agents across LinkedIn, Email, X, Instagram & Blog from Claude.
MOTE Registry
★ 0Search the MOTE AI agent registry to discover machine-readable businesses by category, location, and keyword
AgentCost
★ 0Analyze AI agent session logs to find token waste and optimization opportunities. Free preview tier with cost breakdown; paid tiers for waste detection and recommendations.
kubectl MCP Plugin
★ 0An MCP server for kubectl, enabling AI assistants to interact with Kubernetes clusters through a standardized protocol.
IPMA MCP Server
★ 0Access meteorological data for Portugal from the IPMA public API using natural language.
specter-skills
★ 0Configure a Specter game backend from chat — players, economy, progression, leaderboards, tournaments, battle passes, and real-time multiplayer — via your AI assistant.
Divvi MCP Server
★ 0Automatically integrate the Divvi referral SDK into JavaScript and TypeScript blockchain applications.
MySQL MCP Server
★ 0Provides tools for AI assistants to interact with a MySQL database.
Desktop Automation
★ 0Automate desktop actions and interact with your local environment using LLM applications.
MCP Migration Advisor
★ 0Database migration risk analysis for Flyway and Liquibase. Detects dangerous schema changes — lock risks, data loss, destructive operations — before they hit production.
MCP Redis Diagnostics
★ 0Redis diagnostics MCP server — analyze memory usage, slowlog patterns, client connections, and keyspace health with AI-powered recommendations. Lightweight npx install, no Docker required.