"Fig" matching MCP servers:

• Vala-Fi MCP Server

  academicnair009

  A

  license

  A

  quality

  D

  maintenance

  A Bloomberg Terminal you can talk to. Query company relationships — suppliers, customers, competitors, supply chain paths — directly from Claude, Cursor, or any MCP-compatible AI assistant.

  Last updated 2026-03-19

  7

  1

  MIT

• Professor Fit MCP

  Wrennnn2

  F

  license

  A

  quality

  C

  maintenance

  Helps PhD applicants find matching professors by research interests, outputting a ranked table with confidence scores and sources.

  Last updated 2026-06-10

  9

• academic-figures-mcp

  u9401066

  A

  license

  -

  quality

  A

  maintenance

  A multi-step academic figure agent harness that enables AI agents to plan, generate, evaluate, and iterate publication-grade figures from sources like PMIDs, preprints, or freeform briefs.

  Last updated 2026-05-05

  Apache 2.0

• mcp-figshare

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Enables searching Figshare research articles, datasets, papers, and posters through the MCP protocol.

  Last updated 2026-06-02

  3

  MIT

• PDF Figures MCP Server

  vlln

  A

  license

  -

  quality

  B

  maintenance

  Extracts figures and tables from PDF documents via a FastAPI service, wrapping PDFFigures 2.0. Enables AI agents to programmatically retrieve structured figure and table data from scholarly PDFs.

  Last updated 2026-05-13

  8

  Apache 2.0

• Trademark Big Data MCP Server

  handaas

  F

  license

  -

  quality

  D

  maintenance

  Provides comprehensive trademark information services, including fuzzy company search, detailed trademark status tracking, and statistical analysis. Users can analyze trademark portfolios by tracking application trends, registration data, and category distributions for specific companies.

  Last updated 2025-08-12

• Customs Big Data MCP Server

  handaas

  F

  license

  -

  quality

  D

  maintenance

  Provides comprehensive import/export trade data queries including export trends, product category statistics, order geographic distribution, and overseas certification information to help users understand enterprises' international trade situations.

  Last updated 2025-08-12

  6

• Patent Big Data MCP Server

  handaas

  F

  license

  -

  quality

  D

  maintenance

  Enables comprehensive patent information queries and analytics including fuzzy company search, patent search by various criteria (name, application number, applicant), and statistical analysis of patent portfolios including status distribution, application trends, and patent type classification.

  Last updated 2025-08-12

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