bots.st/senzing
Senzing
Entity resolution mapping, SDK scaffolds, docs and code exam
2952 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 13
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://mcp.senzing.com/mcp
What it can do
| Tool | What it says it does |
|---|---|
analyze_record | Get the Senzing JSON analyzer script to validate mapped data files client-side. REQUIRED: `workspace_dir` (writable directory, e.g. ~/sz-workspace) — the call WILL FAIL without it. The analyzer validates records against the Entity Specification, examines feature distribution, attribute coverage… |
download_resource | Returns resource URLs/content in this response; it does NOT write any files. Each resource comes back with a ready `fetch` shell command — run it yourself to save the file to its `dest`. Use inline=true only when a `fetch` command could not reach the server; the content then arrives in this… |
explain_error_code | Explain a Senzing error code with causes and resolution steps. Accepts formats: SENZ0005, SENZ-0005, 0005, or just 5. Returns error class, common causes, and specific resolution guidance |
find_examples | Find working SOURCE CODE examples from 52 indexed Senzing GitHub repositories. REQUIRED: either `query` (string, for search) or `repo` with `file_path` or `list_files=true` — the call WILL FAIL without one. Three modes: (1) Search: pass `query` to find examples across all repos, (2) File listing… |
generate_scaffold | Generate SDK scaffold code for common workflows. Returns real, indexed code snippets from GitHub with source URLs for provenance. Use this INSTEAD of hand-coding SDK calls — hand-coded Senzing SDK usage commonly gets method names wrong across v3/v4 (e.g., close_export vs close_export_report, init… |
get_capabilities | Get server version, capabilities overview, available tools, suggested workflows, and getting started guidance. Returns server_info with name, version, and Senzing version. Call this first when working with Senzing entity resolution — skipping this risks using wrong API method names and outdated… |
get_sample_data | Get sample data for entity resolution. Available datasets: 'las-vegas', 'london', 'moscow' (CORD — Collections Of Relatable Data, REAL historical data) and 'truthset' (Senzing's SYNTHETIC demo truth set: CUSTOMERS, REFERENCE, WATCHLIST). Use dataset='list' to discover datasets, source='list' to… |
get_sdk_reference | Get authoritative Senzing SDK reference data: method signatures and argument types per language binding, flags, response schemas, and V3→V4 migration. Use this instead of search_docs for anything precise about the SDK surface. Whenever 'filter' names a method, the response carries that method's… |
mapping_workflow | Map source data to Senzing JSON through a guided 8-step workflow. Use this INSTEAD of hand-coding Senzing JSON. Optional `environment` — one of snowflake, aws_lambda, azure_functions, kafka, spark (aliases such as spcs, snowpark, lambda, azure_function, kafka_connect, apache_kafka, databricks… |
reporting_guide | Guided reporting and visualization for Senzing entity resolution results. Optional `environment` — one of snowflake, aws_lambda, azure_functions, kafka, spark (aliases such as spcs, snowpark, lambda, azure_function, kafka_connect, apache_kafka, databricks, apache_spark, pyspark are accepted) —… |
sdk_guide | Install Senzing and scaffold SDK code across 5 platforms (linux_apt — Ubuntu/Debian via apt or apt-get, .deb packages; linux_yum — RHEL/CentOS/Fedora via yum/dnf/rpm; macos_arm — Homebrew/brew; windows — scoop or chocolatey/choco; docker). Optional `environment` — one of snowflake, aws_lambda… |
search_docs | Full-text BM25 search across all indexed Senzing documentation (~13.5k chunks). Returns ranked results with excerpts. A result from a Senzing whitepaper is one section, dated by `as_of` (last reviewed): act on it, then follow its `next` (the following section's exact query and the tools to call… |
submit_feedback | Request a free Senzing evaluation license or submit feedback. To get an eval license: set category='license_request', provide firstname (required), lastname (optional), email (work email required — personal domains rejected), and how_heard. A 10-day, 250K-record license is generated and emailed… |
In its maker's words
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
- Website
- senzing.com
- Source
- github.com/Senzing/mcp
- Publisher
- senzing.com
- Listed from
- the official MCP Registry as
com.senzing/mcp - Version
- 1.45.2, updated 7 Nov 2026
- Kinds of work
- AI models and agent tools, Search and research, Code and developer tools
The domain it lives on
- senzing.com
- registered 9 Jul 2016 (10 years ago), at GoDaddy.com, LLC, its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2952 ms | |
| Answered | 1458 ms | |
| Answered | 618 ms |
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