"How to invoke Claude code or API" matching MCP servers:

• 

  dltHub-AI-workbenchofficial

  dlt-hub

  F

  license

  A

  quality

  B

  maintenance

  It gives Claude Code, Cursor, and Codex structured workflows and an MCP server for building data pipelines with dlt - covering REST API ingestion, transformations, data quality, and exploration.

  Last updated 2026-07-17

  17

  52

• CyberChef API MCP Server

  slouchd

  A

  license

  B

  quality

  D

  maintenance

  Enables LLM clients to encode, decode, and transform data using CyberChef operations via an MCP server that interfaces with the CyberChef API.

  Last updated 2026-04-03

  3

  43

  MIT

• Claude MCP Data Explorer

  tofunori

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.

  Last updated 2025-03-08

  2

  9

  MIT
• 

  peaka-api-mcp-serverofficial

  peakacom

  A

  license

  -

  quality

  D

  maintenance

  Model Context Protocol (MCP) server that provides access to Peaka's API endpoints for programmatic interaction.

  Last updated 2025-08-26

  7

  Apache 2.0

• Prospectio MCP API

  prospectio-ai

  A

  license

  -

  quality

  D

  maintenance

  A FastAPI-based application that implements the Model Context Protocol for lead prospecting, allowing users to retrieve business leads from different data sources like Mantiks through a clean architecture.

  Last updated 2026-03-25

  19

  Apache 2.0

• sp-api-mcp-server

  middlegold9

  F

  license

  -

  quality

  C

  maintenance

  Unifies Amazon SP-API and Ads API into 20 MCP tools for orders, inventory, reports, feeds, and advertising, handling auth, throttling, and PII compliance automatically.

  Last updated 2026-07-05
• 

  RawTree MCP Serverofficial

  rawtreedb

  A

  license

  A

  quality

  A

  maintenance

  Enables querying, inserting, and managing unstructured data in RawTree via SQL, JSON ingestion, and log inspection through MCP clients like Claude Code, Cursor, and Claude Desktop.

  Last updated 2026-07-12

  12

  6

  1

  MIT

• document-to-json-mcp

  fashionmascherine-svg

  A

  license

  A

  quality

  B

  maintenance

  Convert PDFs to structured JSON. Extract invoices, bank statements, contracts, and more. Pay per call via x402 USDC.

  Last updated 2026-06-25

  5

  8

  MIT

• twitterapi-io-mcp

  dorukardahan

  A

  license

  A

  quality

  A

  maintenance

  Offline-first MCP server for TwitterAPI.io docs (endpoints, pages, blogs) with fast fuzzy search.

  Last updated 2026-06-28

  7

  106

  8

  MIT

• DBT Core MCP Server

  NiclasOlofsson

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to interact with DBT (Data Build Tool) projects, allowing them to query project metadata, inspect models and sources, view compiled SQL, and run DBT commands.

  Last updated 2026-04-27

  14

  14

  MIT

• xlsx-for-ai

  senoff

  A

  license

  A

  quality

  A

  maintenance

  50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

  Last updated 2026-07-18

  50

  806

  4

  MIT

• fastf1-mcp-server

  Surya96t

  A

  license

  A

  quality

  A

  maintenance

  MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.

  Last updated 2026-07-13

  21

  MIT

• Zuar Portal Blocks MCP Server

  patrickdeanfox

  A

  license

  A

  quality

  A

  maintenance

  Enables Claude to build and manage Zuar Portal HTML blocks through the Portal REST API, including discovering datasources, previewing data, and performing CRUD operations on blocks.

  Last updated 2026-07-17

  40

  2

  MIT

• MigratorXpress MCP Server

  arpe-io

  A

  license

  A

  quality

  C

  maintenance

  This MCP server enables database migration between heterogeneous systems (Oracle, PostgreSQL, SQL Server, Netezza to PostgreSQL or SQL Server) through AI assistants by providing tools for command preview, execution, validation, and workflow suggestions.

  Last updated 2026-03-18

  6

  MIT

• cribl-mcp

  pebbletek

  A

  license

  A

  quality

  C

  maintenance

  This server acts as a MCP bridge to interact with the Cribl REST API. It allows AI models or other MCP clients to query and manage Cribl configurations.

  Last updated 2025-05-07

  10

  11

  5

  MIT

• protocols-io-mcp-server

  hqn21

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.

  Last updated 2026-01-14

  10

  15

  MIT

• i3X-MCP-Server

  cesmii

  A

  license

  A

  quality

  C

  maintenance

  Bridges Claude (or any MCP client) to manufacturing data via the i3X standard, enabling natural language queries about equipment status, hierarchy, and historical trends.

  Last updated 2026-06-12

  12

  9

  1

  MIT

• airflow-mcp-server

  ssasuoirafen

  A

  license

  A

  quality

  B

  maintenance

  Enables Claude to inspect and operate Apache Airflow over its REST API, providing read tools and safe write operations (gated by read-only mode) for managing DAGs, runs, tasks, and pools.

  Last updated 2026-07-01

  14

  MIT

• cronometer-mcp

  cphoskins

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that provides access to Cronometer nutrition data, enabling users to pull food logs, macro and micronutrient summaries, and biometric data into Claude or Cursor. It supports daily nutrition tracking and raw CSV exports by interfacing with the Cronometer web protocol.

  Last updated 2026-03-08

  26

  14

  MIT

• Excel to JSON MCP by

  he-yang

  F

  license

  A

  quality

  F

  maintenance

  The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

  Last updated 2026-04-12

  2

  7

  8