PostgreSQL & DuckDB
Provides secure database connectivity for executing SQL queries against PostgreSQL databases and analyzing Parquet files using DuckDB, with support for Google…
Directory
Search MCP Servers
Excel
Enables Excel file manipulation capabilities including workbook creation, data manipulation, formatting, charts, and pivot tables without requiring Microsoft…
PDF Reader
Provides functionality to read and extract content from protected and unprotected PDF files, enabling document analysis, content indexing, and data extraction…
Crawlab
Integrates with Crawlab to enable AI-driven web scraping, task automation, and data extraction workflows through spider management, file operations, and…
Solr Vector Search
Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…
PostgreSQL Database
Enables interaction with PostgreSQL databases for executing SQL queries, exploring table schemas, and performing data analysis with robust error handling and…
Figma Chunked
Provides a memory-efficient interface to the Figma API that handles large files by breaking operations into manageable chunks with pagination support…
Excel Analyser MCP
Read and analyze Excel (.xlsx) and CSV (.csv) files with scalable, chunked, and column-specific data access, ideal for large datasets.
DLIS MCP Server
Analyze and extract information from DLIS (Digital Log Interchange Standard) files, including channel data and metadata.
Unstructured API MCP Server
Interact with the Unstructured API to manage data sources, destinations, workflows, and jobs.
D&D MCP Server
A server for managing Dungeons & Dragons campaigns, storing all data in local JSON files.
FamilySearch
Provides a bridge to FamilySearch's genealogical database, enabling natural language interaction with family history records, person details, ancestor…
Canvas Student
Provides a bridge to Canvas LMS, enabling students to retrieve and manage course data like assignments, files, and to-do items through a lightweight Python…
JSON Schema Manager
Manages JSON schemas and generates instances with custom properties, enabling applications to maintain consistent data structures and create template-based…
Meilisearch
Integrates with Meilisearch to enable powerful search operations with filtering and sorting capabilities for structured data retrieval
Instagram Analytics
Integrates with Instagram's API and web scraping tools to enable social media analytics, account management, and content strategy insights.
Neo4j Knowledge Graph Memory
Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations…
Unstructured
Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io)
DeckExtract
Download DocSend and Papermark decks as PDF/PPTX and data rooms as ZIPs, including email-gated and protected links.
Infino
Infino — keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.
Infino
Infino — keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents.
Obsidian Nexus
Connects directly to your local Obsidian vault for seamless note management and data organization.
Agentic Document Parsing and Extraction (ADP)
ADP automatically classifies overseas invoices, domestic vouchers, procurement contracts, logistics documents, financial statements and trading contracts, and…
OSS MCP Server
Provides a bridge between AI systems and Ali OSS cloud storage, enabling file upload, download, listing, and management operations through a RESTful API.