Awesome MCP Servers

Interact with OceanBase databases, allowing AI assistants to list tables, read data, and execute SQL queries securely.

Deliver real-time investment research with extensive private and public market data.

An MCP server for interacting with Elasticsearch clusters, enabling LLM-powered applications to search, update, and manage data.

A high-performance, persistent knowledge base MCP server built with Rust. Supports local deployment with hybrid datastores like Qdrant, Neo4j, and Redis.

A Go bridge providing universal access to OData v2 services through MCP tools, with support for multiple authentication methods.

Enables LLM tools to query databases using ODBC connections.

An MCP server for connecting to databases like Virtuoso using ODBC drivers via pyodbc.

Integrates with Odoo Accounting via XML-RPC, allowing AI tools to query and analyze account journal entries for auditing purposes.

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring - 97.2% Recall@10 on LongMemEval

Disambiguate authors and resolve institutions using the OpenAlex.org API.

Access and query U.S. Census demographic data using natural language.

Integrates with the OpenCTI platform to query and retrieve threat intelligence data.

Access the DART (Data Analysis, Retrieval and Transfer System) API for detailed financial information retrieval and analysis.

MCP Server to retrieve and analyze Formula 1 (F1) races, cars, drivers, lap, pit stops and more.

An MCP server for interacting with the openGauss database.

Access the OpenGenes database for aging and longevity research, with automatic updates from Hugging Face Hub.

Access Socrata Open Data APIs from government data portals.

An MCP server for interacting with OpenSearch clusters, configured via environment variables.

Provides access to Dutch parliamentary documents, debates, and member information from the Tweede Kamer via the OpenTK project.

Access a rich collection of JSON datasets for games, storytelling, and bot development from the Opera Omnia project.

A configurable MCP server for the OPTIMADE API, allowing custom filters and endpoints for materials science databases.

Access and query an Oracle database using the cx_Oracle driver.

An MCP server for interacting with Oracle Database, enabling SQL generation and data retrieval via LLM prompts.

Analyzes relational database schemas (PostgreSQL, Snowflake, and Dremio) and automatically generates comprehensive ontologies in RDF/Turtle format with direct SQL mappings.

API-first engine and MCP server that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and Databricks

Access the OSV (Open Source Vulnerabilities) database for vulnerability information. Query vulnerabilities by package version or commit, batch query multiple packages, and get detailed vulnerability information by ID.

An MCP server for querying the OSV (Open Source Vulnerability) database API.

A read-only MCP server for querying live data from Outreach.io using the CData JDBC Driver.

Provides seamless access to particle physics data from the Particle Data Group (PDG) for AI assistants and applications.

A SQL optimization service providing performance analysis and optimization suggestions through an API.