Senzing

السجل الرسمي أدوات المطورين

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

ماذا يمكنك أن تفعل مع Senzing؟

  • "Match these payment records to my customers and show me which ones didn't match."
  • "Dedupe this list of people and show me the duplicates it found."
  • "Here are three customer files from different systems. Build me a demo that finds the same people across them and lets me explore the matches."
  • "Build me a service that matches incoming payment records to my customer master as they arrive."
  • "How would entity resolution help with my problem, and what would it cost?"

التثبيت

أضف هذا إلى إعدادات MCP في عميلك (Claude Desktop: claude_desktop_config.json، وCursor: ‏.cursor/mcp.json، ويستخدم VS Code وغيره الصيغة نفسها «mcpServers»).

Remote (streamable-http)
Claude Code
claude mcp add --transport http senzing 'https://mcp.senzing.com/mcp'
إعداد JSON (Claude Desktop وCursor وVS Code)
{
    "mcpServers": {
        "senzing": {
            "type": "http",
            "url": "https://mcp.senzing.com/mcp"
        }
    }
}

التوثيق

مأخوذ من ملف README للمشروع على GitHub ويُحدَّث أسبوعيًا. تفتح الروابط على GitHub.

المحتويات
  1. Senzing MCP Server
  2. Install
  3. What you can ask
  4. Tools
  5. Prompts
  6. More from Senzing
  7. Privacy and terms
  8. Questions and feedback

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.

Install

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:

ClientHow 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 Codeclaude mcp add --transport http senzing https://mcp.senzing.com/mcp
OpenAI Codexcodex mcp add senzing --url https://mcp.senzing.com/mcp
Gemini CLIgemini 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 clientsRun it through mcp-remote — see below
Any other MCP clientAdd 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.

What you can ask

  • "Match these payment records to my customers and show me which ones didn't match."
  • "Dedupe this list of people and show me the duplicates it found."
  • "Here are three customer files from different systems. Build me a demo that finds the same people across them and lets me explore the matches."
  • "Build me a service that matches incoming payment records to my customer master as they arrive."
  • "How would entity resolution help with my problem, and what would it cost?"

Tools

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.

AreaToolWhat it does
Start hereget_capabilitiesOverview of the server and suggested workflows
Map your datamapping_workflowGuided 8-step mapping of source data to the Senzing Entity Specification
analyze_recordAnalyzer script that validates your mapped records on your machine
download_resourceWorkflow resources, as a fallback when a URL can't be fetched
Build with the SDKsdk_guideInstall and setup across Linux (apt/yum), macOS, Windows and Docker, for each SDK language
generate_scaffoldSDK code from real indexed snippets: Python, Java, C# (official); Rust, TypeScript/Node.js (community)
get_sdk_referenceMethod signatures per language binding, flags, response schemas, V3→V4 migration
Find answerssearch_docsFull-text search of Senzing documentation
find_examplesCode examples from the indexed Senzing GitHub repositories
explain_error_codeSenzing error codes with causes and fixes
Try itget_sample_dataReal sample data: CORD datasets (Las Vegas, London, Moscow) and the Senzing truth set
Reportreporting_guideReporting and visualization patterns: export, SQL analytics, data mart, dashboards, graph
Feedbacksubmit_feedbackSend feedback or request a free evaluation license

Prompts

The server also ships 31 ready-made prompts: workflow templates your client can offer as slash commands or menu items. A few of them:

PromptWhat it walks through
why-senzingExplains Senzing for a given audience
plan-a-pocPlanning a proof of concept
map-data-sourceMapping a data source to the Entity Specification
install-senzingInstalling and configuring the SDK
build-sdk-integrationBuilding an SDK integration in your language
troubleshoot-errorDiagnosing a Senzing error code
migrate-v3-to-v4Migrating from Senzing V3 to V4

Ask your assistant to list the Senzing prompts to see them all.

More from Senzing

ProjectWhat it isWhere
Claude Code pluginSenzing skills for Claude Code: install, analyze, build, demo, troubleshoot, recipes and moreSenzing/senzing-claude-plugins
Agent SkillPortable skill that teaches any skill-capable agent how to use this serverSenzing/senzing-mcp-skill
Ask SenzingChat with the Senzing docs in your browser, powered by this serverask.senzing.com
Building your own agentHow to keep an API-driven agent's answers grounded in this serverdocs/grounded-agents.md

Privacy and terms

The hosted server has its own privacy policy. In short:

  • The server needs no live Senzing instance and no authentication. Your data files never leave your machine: mapping and resolution run locally, and only the tool arguments you send (field names, settings, questions) reach this server.
  • Senzing is a headless developer library your assistant deploys locally in your environment. Mapping and resolution run there, never on Senzing's servers, and Senzing contains only the data you load into it.
  • Do not send personal data, credentials or other sensitive information in prompts or tool arguments. Tool calls and their parameters may be logged.
  • The hosted server is provided AS-IS, without warranty or support commitment. The server also exposes these terms as the senzing://terms-of-service resource.

Questions and feedback

Use senzing.com/contact or <support@senzing.com>, or ask your assistant to use submit_feedback.

See LICENSE.

الأسئلة الشائعة

ما هو Senzing؟

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

كيف أثبّت Senzing؟

يعمل كخادم بعيد. في Claude Code: claude mcp add --transport http senzing 'https://mcp.senzing.com/mcp'. وفي العملاء الآخرين، الصق إعداد JSON من هذه الصفحة في إعدادات MCP الخاصة بهم.

هل يحتاج Senzing إلى مفتاح API؟

لا يذكر إدراجه في السجل أي مفتاح أو سر إلزامي. قد تتطلب بعض الميزات حسابًا لدى الخدمة التي يتصل بها.

هل Senzing مفتوح المصدر؟

شيفرته علنية على GitHub، لكن المستودع لا يعلن ترخيصًا قياسيًا.

من يصون Senzing؟

ينشره Senzing. يدرجه AI.tn لكنه لا يصونه ولا يوصي به.

من سجل MCP الرسمي. الإدراج ليس توصية: راجع شيفرة الخادم وصلاحياته قبل منحه الوصول إلى بياناتك.