"Tips and tools for creating a graph" matching MCP servers:

• openevidence-tools

  drpwchen

  A

  license

  -Not graded

  quality

  A

  maintenance

  Enables clinical question answering via OpenEvidence with citation verification, including tools to ask questions, retrieve results, and follow up, plus an integrated skill to check citations against primary sources.

  Updated 10 days ago (2026-08-13 17:15 UTC)

  3

  MIT

• rdkit-tools-mcp

  mtx-auto

  F

  license

  -Not graded

  quality

  C

  maintenance

  Provides in-process RDKit cheminformatics operations — descriptors, fingerprints, similarity and substructure search, reaction enumeration, standardization, and 3D conformer generation — for AI agents.

  Updated 2 days ago (2026-08-21 12:16 UTC)

• Cardiology Knowledge Graph MCP

  ryoureddy

  F

  license

  -Not graded

  quality

  D

  maintenance

  Builds and manages a cardiology-focused knowledge graph in Neo4j by extracting medical entities and relationships from documents using LLMs. It enables users to ingest PDFs, refine extracted data, and perform natural language queries to gain clinical insights.

  Updated a year ago (2025-07-21 06:52 UTC)

• Redis Graph MCP Server

  yskale

  F

  license

  -Not graded

  quality

  D

  maintenance

  Enables LLMs and AI agents to query a biomedical knowledge graph stored in RedisGraph, with tools for concept search, synonym enrichment, and study variable discovery through semantic relationships.

  Updated 3 months ago (2026-05-19 16:09 UTC)

• FHIR Tools MCP Server

  charan-pagolu

  F

  license

  -Not graded

  quality

  C

  maintenance

  Provides FHIR resource validation, synthetic test fixture generation, and HIPAA-safe logging review as MCP tools for AI agents.

  Updated 12 days ago (2026-08-11 22:40 UTC)

• athena-tools

  nous-ehr

  F

  license

  A

  quality

  B

  maintenance

  A Claude Code extension that embeds a senior athenahealth integration engineer in your development workflow, proactively catching data loss bugs and guiding safe DataView queries and API integrations.

  Updated 13 days ago (2026-08-11 01:28 UTC)

  12

  1

• CMS Healthcare Data MCP Server

  SaeMind

  F

  license

  A

  quality

  C

  maintenance

  Exposes four CMS public datasets as callable tools in Claude conversations, enabling natural-language real-world evidence analytics without SQL expertise.

  Updated 2 months ago (2026-07-01 03:06 UTC)

  6

  1

• scvi-tools MCP Server

  hyennnnnnn

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

  Updated 10 months ago (2025-10-14 05:41 UTC)

  MIT

• MOF Tools MCP Server

  liuyuxiang92

  A

  license

  -Not graded

  quality

  D

  maintenance

  A specialized MCP server for Metal-Organic Framework research that provides tools for database searching, structural optimization, and energy calculations via ASE. It enables scientific workflows by allowing users to interact with MOF data and perform chemical simulations through a standard SSE interface.

  Updated 5 months ago (2026-04-07 09:23 UTC)

  MIT

• Evo2 MCP Server

  not-a-feature

  A

  license

  A

  quality

  C

  maintenance

  Enables genomic sequence analysis through the Evo 2 model, supporting DNA sequence scoring, embedding, generation, and variant effect prediction with multiple model checkpoints (7B, 40B, 1B parameters).

  Updated 4 months ago (2026-04-13 12:36 UTC)

  6

  2

  LGPL 3.0

• PubMed MCP

  BACH-AI-Tools

  A

  license

  A

  quality

  D

  maintenance

  Enables searching and fetching articles from PubMed, a database of biomedical literature.

  Updated 9 months ago (2025-12-04 05:38 UTC)

  2

  1

  MIT

• CEDAR MCP Server

  BACH-AI-Tools

  A

  license

  A

  quality

  D

  maintenance

  Enables interaction with the CEDAR (Center for Expanded Data Annotation and Retrieval) metadata repository to fetch templates and retrieve template instances. Supports querying structured metadata and biomedical data annotations through the CEDAR platform.

  Updated 9 months ago (2025-12-04 05:35 UTC)

  2

  MIT

• OpenFDA Drug Label MCP Server

  BACH-AI-Tools

  A

  license

  A

  quality

  D

  maintenance

  Enables querying FDA drug label information including adverse reactions, warnings, and indications via natural language.

  Updated 9 months ago (2025-12-04 05:34 UTC)

  5

  5

  1

  GPL 3.0

• VEPmcp

  not-a-feature

  A

  license

  A

  quality

  C

  maintenance

  Enables variant annotation and effect prediction using the Ensembl VEP API, with support for batch and single queries.

  Updated a year ago (2025-08-18 11:44 UTC)

  9

  1

  MIT

• Clinical Trials MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  D

  maintenance

  Provides programmatic access to ClinicalTrials.gov API with 18 specialized tools for searching, analyzing, and retrieving detailed information about 400,000+ clinical trials worldwide, including filtering by condition, location, phase, sponsor, eligibility criteria, and outcomes.

  Updated 9 months ago (2025-12-04 05:34 UTC)

  17

  18

  3

  MIT

• Ai Doctor Api Ai Medical

  BACH-AI-Tools

  A

  license

  D

  quality

  D

  maintenance

  Provides access to an AI medical chatbot API for healthcare assistance, enabling natural language interactions such as neurosurgery queries.

  Updated 9 months ago (2025-12-04 05:39 UTC)

  2

  1

  MIT

• MedSci Agent

  omar-A-hassan

  A

  license

  -Not graded

  quality

  D

  maintenance

  An open source biomedical research agent that provides LLMs with 28 tools for drug discovery, protein analysis, literature search, medical imaging, omics, and sandbox execution, all running locally via Ollama and MedGemma.

  Updated 5 months ago (2026-03-14 14:53 UTC)

  18

  MIT

• gget-cryo

  IrisApo13

  A

  license

  -Not graded

  quality

  C

  maintenance

  Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with filtering by resolution, keyword, and cross-referencing between the two databases.

  Updated 2 months ago (2026-06-18 19:55 UTC)

  MIT

• MCP Healthcare Server

  SaadRiaz99

  F

  license

  -Not graded

  quality

  B

  maintenance

  An MCP server for clinical workflows with tools for patient lookup, appointment booking, prescriptions, drug interactions, symptom triage, lab results, insurance eligibility, and telehealth, enforcing role-based access control and audit logging.

  Updated 2 months ago (2026-07-01 07:44 UTC)

  2

• NDHM HIU MCP Server

  ag2-mcp-servers

  F

  license

  -Not graded

  quality

  D

  maintenance

  This server enables interacting with the National Digital Health Mission's Health Information User (HIU) API, allowing agents to access and manage health information through the Multi-Agent Conversation Protocol.

  Updated a year ago (2025-07-16 14:16 UTC)