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 serverDevelopment
1,870 MCP servers
Image Generator
★ 0Generate and save images using the Replicate API.
mcp-elicitation-proxy
★ 0A transparent MCP proxy that adds elicitation for missing required tool arguments while preserving upstream tool discovery and schemas.
MCP Smart Contract Analyst
★ 0Analyzes smart contract source code on the Monad blockchain for functionality and security.
Kafka Schema Drift Auto-Fixer
★ 0Free Confluent Schema Registry drift detector and version comparison gateway for the Enterprise AST Auto-Fixer. Connects to Confluent, lists subjects, and identifies added, removed, or modified fields.
Legacy Java to Microservices Refactoring
★ 0A community gateway to migrate legacy Jakarta EE monoliths into Spring Boot using AST parsing.
MCP Playground
★ 0A playground for MCP implementations featuring multiple microservices, including news and weather examples.
MCP Server + Asgardeo
★ 0A sample MCP server that uses Asgardeo for client authentication and connection.
Image Generator MCP Server
★ 0Generate placeholder images with specified dimensions and colors, and save them to a file path.
sncro.net
★ 0Live browser debugging for AI assistants — DOM, console, network via MCP.
Document Schema Specifications
★ 0A collection of document schemas for standardizing project documentation across various software projects.
Data Engineering Tutor MCP Server
★ 0A tutor for Data Engineering that provides personalized updates on concepts, patterns, and technologies.
Sentinel Signal MCP
★ 0Agent tools via MCP for workflow scoring, limits/usage, and feedback (trial key supported)
MCP for Docs
★ 0Automatically downloads and converts documentation from various sources into organized markdown files.
Directus
★ 0This server enables AI assistants and other MCP clients to interact with Directus instances programmatically.
imgx-mcp
★ 0AI image generation and editing MCP server. Text-to-image, text-based editing with iterative refinement. Multi-provider (Gemini + OpenAI).
C++ Core Guidelines
★ 0Enforce consistent C++ style and best practices across your codebase. Analyze naming conventions, memory safety, and const correctness, and get actionable modernization suggestions up to C++23. Accelerate reviews with ready-made prompts and quick access to curated guidelines.
TrueNAS Middleware MCP Server
★ 0Accesses optimized documentation from the TrueNAS middleware repository to understand its codebase and APIs.
CopyTuner Client
★ 0Manage Rails i18n translations with CopyTuner. Search, update, and create translation keys.
ZKshare
★ 0Stdio MCP server that exposes zkShare tools to AI clients: store encrypted context, proofs, semantic search, sharing, and sandbox calls via POST /api/v1/context with ZKSHARE_API_KEY.
nelly-elephant-mcp
★ 0Search and resume past Claude Code conversations via MCP. An elephant never forgets.
DocuMind MCP Server
★ 0An MCP server for analyzing documentation quality using advanced neural processing.
SpecterQA
★ 0GhostQA sends AI personas through your application — they look at the screen, decide what to do, and interact like real humans. No test scripts. No selectors. You describe personas and journeys in YAML, and GhostQA handles the rest.
RapidTools Validate
★ 0Deterministic JSON Schema validation with signed cryptographic attestations. Validate payloads, verify signatures, and retrieve attestation records.
Futarchy MCP
★ 0Interact with the Futarchy protocol on the Solana blockchain.
Shipcheck MCP
★ 0Run Shipcheck repo risk scans from MCP coding agents.
LLMTest
★ 0LLM proxy that benchmarks AI models on real prompts and finds cheaper, faster alternatives across 340+ models.
Togello MCP Server
★ 0An MCP server for managing application context using the Togello API.
Mong MCP Server
★ 0A moby-like random name generator for use with tools like Claude Desktop and VS Code Copilot Agent.
Gradle Class Finder MCP
★ 0Find and decompile classes within Gradle dependencies.
SACL MCP Server
★ 0A framework for bias-aware code retrieval using semantic-augmented reranking and localization.