Awesome MCP Servers

Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.

Provides access to the Urban Institute's Education Data API for comprehensive education data.

Search and query patient Electronic Health Record (EHR) data using SMART on FHIR.

Access medical knowledge-bases and drug information from eka.care. Requires API credentials.

Interact with an Elasticsearch cluster via the Model Context Protocol (MCP), enabling clients to query, manage, and analyze data.

Connect to and interact with an Elasticsearch cluster directly from any MCP client using environment variables for configuration.

Connects agents to Elasticsearch data, enabling natural language interaction with indices.

Manage Elasticsearch indices and execute queries using LLMs.

An MCP Server for interacting with Elasticsearch and OpenSearch clusters.

An Elasticsearch server focused on security and threat analysis. Requires a valid Elasticsearch license (trial, platinum, or enterprise) for connection.

Persistent memory layer for AI agents with semantic search, consolidation, and cross-session intelligence via MCP.

Engram is a hosted MCP server that provides reliable memory for AI agents:

MCP server for engram — persistent, brain-like memory for AI agents.

Provides real-time access to FDA drug data, including shortages, labeling, and recalls, via the openFDA API.

A read-only MCP server by CData that enables LLMs to query live data from Epicor Kinetic.

Personal AI memory — gives every AI agent shared, persistent memory of you

Access ERDDAP servers worldwide to search, discover, and retrieve oceanographic and environmental scientific datasets.

Financial data for AI agents. SEC XBRL fundamentals, insider trades, 13F holdings, treasury yields. Source-traced.

A read-only MCP server by CData that enables LLMs to query live data from Exact Online.

Exasol MCP server. Provides knowledge about the Exasol database to an LLM through the Model Context Protocol.

Access Formula 1 data, including race results, driver standings, and circuit information.

Fabi MCP is an autonomous agent that handles end-to-end data analysis tasks from natural language requests, automatically discovering data schemas, generating sql or python code, executing queries, and presenting insights.

Query and interact with FalkorDB graph databases using AI models.

Access Fantasy Premier League (FPL) data and tools, including player information, team details, and gameweek data.

FDA-only compliance data MCP (recalls, warning letters, inspections, 483s, approvals, CFR parts).

Provides structured U.S. banking data from the FDIC BankFind API for AI tools and workflows.

Access financial datasets from the Federal Reserve Economic Data (FRED) API.

Swiss Fedlex DB

Access and analyze Federal Reserve (FOMC) statements.

A read-only MCP server for FHIR, enabling LLMs to query live FHIR data. Requires the CData JDBC Driver for FHIR.