10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 524 ms

1. 1single-cell-cellphonedb-communication-mappingverified and signedpassport

   skillStarlitnightly/omicverserecord

   • single-cell-cellphonedb-communication-mapping

     Run omicverse's CellPhoneDB v5 wrapper on annotated single-cell data to infer ligand-receptor networks and produce CellChat-style visualisations.

2. 2bio-spatial-transcriptomics-spatial-communicationverified and signedpassport

   skillGPTomics/bioSkillsrecord

   • bio-spatial-transcriptomics-spatial-communication

     Analyze cell-cell communication in spatial transcriptomics data using ligand-receptor analysis with Squidpy. Infer intercellular signaling, identify communication pathways, and visualize interaction networks. Use when analyzing cell-cell communication in spatial context.

3. 3bio-single-cell-cell-annotationverified and signedpassport

   skillGPTomics/bioSkillsrecord

   • bio-single-cell-cell-annotation

     Automated cell type annotation using reference-based methods including CellTypist, scPred, SingleR, and Azimuth for consistent, reproducible cell labeling. Use when automatically annotating cell types using reference datasets.

4. 4SCMCPfound in code, not yet checkedno passport yet
   • ccc

     Cell-cell communication analysis with one method (cellphonedb, cellchat,connectome, natmi, etc.)

5. 5Liana-MCPfound in code, not yet checkedno passport yet

   MCP serverscmcphub/liana-mcp

   • communicate

     Cell-cell communication analysis with one method (cellphonedb, cellchat, connectome, natmi, etc.)

6. 6TotalPathverified and signedpassport

   MCP serverrecord

   • createMapping

     Create an IVR mapping job that will call the specified phone number, navigate the menu tree via DTMF and/or voice prompts, transcribe audio, and analyse with AI to discover all branches. Returns a job resource immediately with status="idle". To start the actual mapping, call the startMapping REST en

7. 7Twilio - Syncverified and signedpassport

   APIrecord

   • CreateSyncMap

   • FetchSyncMap

8. 8drchrono.comverified and signedpassport

   APIrecord

   • comm_logs_read

     Retrieve an existing communication (phone call) logs

9. 9ChatSpatialfound in code, not yet checkedno passport yet
   • analyze_cell_communication

     Analyze cell-cell communication and ligand-receptor interaction patterns.