Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.senzing.com/mcp在终端中运行这条命令
claude mcp add --transport http senzing https://mcp.senzing.com/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"senzing": {
"url": "https://mcp.senzing.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"senzing": {
"type": "http",
"url": "https://mcp.senzing.com/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://mcp.senzing.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们上次检查时服务器没有响应,所以无法读取它的工具。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 senzing.com 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
我们检查时,6 秒内没有响应
我们检查时,6 秒内没有响应
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 2 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.44.1)于昨天进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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.