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 serverDatabase
654 MCP serversUniswap Pools MCP
★ 4Query Uniswap pools and pairs by token address for structured data.
SingleStore MCP Server
★ 4An MCP server for interacting with SingleStore databases, requiring environment variables for connection.
Manticore Search
★ 4MCP server for Manticore Search — query and manage search database
Personal Memory MCP Server
★ 4A TypeScript and SQLite-based server enabling AI to remember personal data for personalized communication.
Nimiq MCP Server
★ 4An MCP server for read-only interaction with the Nimiq blockchain.
DeFi Rates
★ 4Real-time DeFi lending rates across 14+ protocols (Aave, Morpho, Spark, Compound, Venus, etc). Query borrow/supply rates, c ompare platforms, calculate looping strategies on 6 chains (Ethereum, Arbitrum, Base, BSC, Solana, HyperEVM).
PyAirbyte
★ 4An AI-powered server that generates PyAirbyte pipeline code and instructions using OpenAI and connector documentation.
Apache AGE MCP Server
★ 4A server for Apache AGE, a graph database extension for PostgreSQL.
MySQL MCP Server
★ 4Provides AI agents with direct access to query, search, and analyze MySQL databases.
mcp-parseable-server
★ 4MCP server for Parseable observability platform
Property Comps MCP Server
★ 4Property comparable sales data across 11 global markets (UK, France, NYC, Singapore, Dubai + 6 more). 4.2M+ government-sourced transactions.
MCP Variance Log
★ 4Logs statistical variations and unusual events in conversation structures to a SQLite database.
Redash
★ 4Execute queries and retrieve results using the Redash API.
MongoDB Administration
★ 3An MCP server for interacting with a MongoDB database.
Universal Memory MCP
★ 3Provides searchable local storage for Claude conversation history, enabling context retrieval during sessions.
Open Formula 1 MCP Server
★ 3MCP Server to retrieve and analyze Formula 1 (F1) races, cars, drivers, lap, pit stops and more.
SQL-Transpiler MCP Tool
★ 3Transpile SQL queries between different dialects using the sqlglot library.
Charity MCP Server
★ 3Access charity and nonprofit organization data from the IRS database via CharityAPI.org.
IBANforge
★ 3IBAN validation, BIC/SWIFT lookup, Swiss clearing, and compliance risk scoring for AI agents. 121K+ bank entries, 84 countries, 85 EMI/vIBAN classifications.
CData Adobe Analytics
★ 3A read-only MCP server to query live Adobe Analytics data. Requires the CData JDBC Driver for Adobe Analytics.
Datai MCP Server
★ 3Provides real-time wallet portfolio data, including DeFi, token, and NFT holdings, using the Datai API.
OPTIMADE MCP Server
★ 3A configurable MCP server for the OPTIMADE API, allowing custom filters and endpoints for materials science databases.
FoodData Central
★ 3Access the USDA's FoodData Central database for comprehensive food and nutrient information.
Gel
★ 3Provides tools and resources for coding agents to interact with the Gel database, including automatic project configuration for query builders and ORMs.
PostgreSQL Multi-Schema
★ 3Provides read-only access to PostgreSQL databases with multi-schema support, allowing LLMs to inspect schemas and execute queries across different namespaces.
memory-v2
★ 3Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully local via Ollama, zero API keys.
Bauplan
★ 3Interact with Bauplan data tables and run queries.
STRING Protein Interactions
★ 3Interact with the STRING protein-protein interaction database API.
MongoDB Mongoose MCP
★ 3An MCP server for MongoDB with optional Mongoose schema support.
Mnemon Local Memory
★ 3Persistent layered memory for AI agents — 4-layer model, FTS5 search, fact versioning, EN+RU stemming. Local-first, zero-cloud, single SQLite file.