REA
Reverse engineer anything from your terminal or agent with one CLI and MCP server.
Description from the maker (original English)
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://mcp.senzing.com/mcpRun this in your terminal
claude mcp add --transport http senzing https://mcp.senzing.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"senzing": {
"url": "https://mcp.senzing.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"senzing": {
"type": "http",
"url": "https://mcp.senzing.com/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.senzing.com/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 10, 2026. The maker wrote them, not us; we show them as plain text.
analyze_recordGet 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, att
download_resourceReturns 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 arri
explain_error_codeExplain 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_examplesFind working SOURCE CODE examples from 53 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,
generate_scaffoldGenerate 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_ex
get_capabilitiesGet 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 nam
get_sample_dataGet 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, s
get_sdk_referenceGet 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 carrie
mapping_workflowMap 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, databricks (aliases such as spcs, snowpark, lambda, azure_function, kafka_connect,
reporting_guideGuided reporting and visualization for Senzing entity resolution results. Optional `environment` — one of snowflake, aws_lambda, azure_functions, kafka, spark, databricks (aliases such as spcs, snowpark, lambda, azure_function, kafka_connect, apache_kafka, apache_spark, pyspark,
sdk_guideInstall 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 snowflak
search_docsFull-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 th
submit_feedbackRequest 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 genera
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 10, 2026
The registry name was verified against the domain senzing.com (the registry checks domain ownership)
Code last changed yesterday
We have not read this repo from GitHub yet
Responded in 75 ms (HTTP 200)
No sign-in needed
Read 13 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 4 of 4 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed yesterday, and the latest version (1.46.0) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: REA, Netdata, Front-End Checklist
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Reverse engineer anything from your terminal or agent with one CLI and MCP server.
Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
Review frontend code and live pages against 386 quality-gated web development rules.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Senzing MCP Server
Entity resolution for Identity Intelligence: dedupe, match, and link people and company records across systems. Know who is who. Reveal hidden relationships.
Install · What you can ask · Tools · Prompts · Privacy and terms · Questions and feedback
The Senzing® MCP server is a forward-deployed engineer in a box: ask it anything about Senzing. Every answer is grounded in Senzing's own documentation and indexed code rather than model training data. Use it to deduplicate lists, match or merge records across sources, screen against watchlists, and produce the resolved entities that golden records for MDM and customer 360 are built from.
Because it carries the full runbook, you don't drive it one step at a time. Hand your AI assistant a few unmapped data files and describe what you want, and it can map your sources, deploy and load Senzing, resolve and analyze the data, and build an interactive explorer over the results. What is normally a multi-week integration becomes an afternoon, with no entity-resolution background required.
You just ask. Then start answering who is who and who is related to whom, or build an entity-resolved knowledge graph that surfaces the connections nobody declared. Every resolution carries its evidence: why two records came together, or why they didn't. Your assistant can surface that explanation for any match you question.
Endpoint: https://mcp.senzing.com/mcp (Streamable HTTP, no authentication) · Registry name: com.senzing/mcp · The hosted server is free to use; Senzing software is licensed separately.
The buttons above add the server in one click (Claude through its Connectors Directory). For other clients:
| Client | How to connect |
|---|---|
| Claude (claude.ai, Desktop, Cowork) | Install from the Connectors Directory, or Customize → Connectors → + Add → Add custom connector with the URL https://mcp.senzing.com/mcp (Team and Enterprise owners: Organization settings → Connectors) |
| Claude Code | claude mcp add --transport http senzing https://mcp.senzing.com/mcp |
| OpenAI Codex | codex mcp add senzing --url https://mcp.senzing.com/mcp |
| Gemini CLI | gemini mcp add --transport http senzing https://mcp.senzing.com/mcp |
| VS Code (manual) | .vscode/mcp.json — see below |
| Cursor (manual) | .cursor/mcp.json or ~/.cursor/mcp.json — see below |
| Kiro | .kiro/settings/mcp.json or ~/.kiro/settings/mcp.json — see below |
| stdio-only clients | Run it through mcp-remote — see below |
| Any other MCP client | Add a remote (Streamable HTTP) server with the URL https://mcp.senzing.com/mcp |
VS Code — .vscode/mcp.json
{
"servers": { "senzing": { "type": "http", "url": "https://mcp.senzing.com/mcp" } } }
Cursor and Kiro — mcp.json
{
"mcpServers": { "senzing": { "url": "https://mcp.senzing.com/mcp" } } }
stdio-only clients — via mcp-remote
{
"mcpServers": { "senzing": { "command": "npx", "args": ["-y", "mcp-remote", "https://mcp.senzing.com/mcp"] } } }
Codex — ~/.codex/config.toml
[mcp_servers.senzing]
url = "https://mcp.senzing.com/mcp"
Tip: for the best experience, use an agentic coding client (Claude Code, Codex, Gemini CLI, Cursor); if your environment restricts network access, allowlist mcp.senzing.com. Mapping your own data and running Senzing need an assistant that can run code; questions, documentation search and SDK code work in any client.
Each piece is also available on its own: SDK code in Python, Java and C# (official SDKs) and Rust and TypeScript/Node.js (community SDKs), installation and deployment, error troubleshooting, V3→V4 migration, and pricing and ROI.
| Area | Tool | What it does |
|---|---|---|
| Start here | get_capabilities | Overview of the server and suggested workflows |
| Map your data | mapping_workflow | Guided 8-step mapping of source data to the Senzing Entity Specification; optional environment (Snowflake, AWS Lambda, Azure Functions, Kafka, Spark) adds that platform's rules up front |
analyze_record | Analyzer script that validates your mapped records on your machine | |
download_resource | Workflow resources, as a fallback when a URL can't be fetched | |
| Build with the SDK | sdk_guide | Install and setup across Linux (apt/yum), macOS, Windows and Docker, for each SDK language; optional environment adds the target platform's rules up front |
generate_scaffold | SDK code from real indexed snippets: Python, Java, C# (official); Rust, TypeScript/Node.js (community) | |
get_sdk_reference | Method signatures per language binding, flags, response schemas, V3→V4 migration | |
| Find answers | search_docs | Full-text search of Senzing documentation |
find_examples | Code examples from the indexed Senzing GitHub repositories | |
explain_error_code | Senzing error codes with causes and fixes | |
| Try it | get_sample_data | Real sample data: CORD datasets (Las Vegas, London, Moscow) and the Senzing truth set |
| Report | reporting_guide | Reporting and visualization patterns: export, SQL analytics, data mart, dashboards, graph; optional environment adds the target platform's rules up front |
| Feedback | submit_feedback | Send feedback or request a free evaluation license |
The server also ships 31 ready-made prompts: workflow templates your client can offer as slash commands or menu items. A few of them:
| Prompt | What it walks through |
|---|---|
why-senzing | Explains Senzing for a given audience |
plan-a-poc | Planning a proof of concept |
map-data-source | Mapping a data source to the Entity Specification |
install-senzing | Installing and configuring the SDK |
build-sdk-integration | Building an SDK integration in your language |
troubleshoot-error | Diagnosing a Senzing error code |
migrate-v3-to-v4 | Migrating from Senzing V3 to V4 |
Ask your assistant to list the Senzing prompts to see them all.
| Project | What it is | Where |
|---|---|---|
| Claude Code plugin | Senzing skills for Claude Code: install, analyze, build, demo, troubleshoot, recipes and more | Senzing/senzing-claude-plugins |
| Agent Skill | Portable skill that teaches any skill-capable agent how to use this server | Senzing/senzing-mcp-skill |
| Ask Senzing | Chat with the Senzing docs in your browser, powered by this server | ask.senzing.com |
| Building your own agent | How to keep an API-driven agent's answers grounded in this server | docs/grounded-agents.md |
The hosted server has its own privacy policy. In short:
senzing://terms-of-service resource.Use senzing.com/contact or , or ask your assistant to use submit_feedback.
See LICENSE.