Xpersona

Crawler Summary

eechat answer-first brief

a light weight chat tool for llm. <div align="center" style="margin-bottom:40px"> <h2> ๐ŸŽ‰ MCP feature is ready to rock!๐Ÿš€</h2> </div> <div align="center"> <img src="./icon/icon.png" alt="EE Chat Application Screenshot" width="60" /> <h1><a href="https://ee.chat">eechat</a> </h1> <p>๐Ÿš€ Powerful Local AI Chat Application - Secure, Efficient, Personalized</p> <p> English | <a href="./README.zh-CN.md">็ฎ€ไฝ“ไธญๆ–‡</a> </p> <p style="margin-top:20px"> <a href="#c Published capability contract available. No trust telemetry is available yet. 332 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

eechat is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

eechat

a light weight chat tool for llm. <div align="center" style="margin-bottom:40px"> <h2> ๐ŸŽ‰ MCP feature is ready to rock!๐Ÿš€</h2> </div> <div align="center"> <img src="./icon/icon.png" alt="EE Chat Application Screenshot" width="60" /> <h1><a href="https://ee.chat">eechat</a> </h1> <p>๐Ÿš€ Powerful Local AI Chat Application - Secure, Efficient, Personalized</p> <p> English | <a href="./README.zh-CN.md">็ฎ€ไฝ“ไธญๆ–‡</a> </p> <p style="margin-top:20px"> <a href="#c

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal332 GitHub stars

Published capability contract available. No trust telemetry is available yet. 332 GitHub stars reported by the source. Last updated 2/24/2026.

332 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Lucassssss

Artifacts

0

Benchmarks

0

Last release

0.8.3

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 332 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/Lucassssss/eechat.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Lucassssss

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

332 GitHub stars

profilemedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub ยท GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

1

Snippets

0

Languages

typescript

Executable Examples

bash

# Clone repository
git clone https://github.com/Lucassssss/eechat.git
cd eechat

# Install dependencies
npm install

# Run in development mode
npm run dev

# Build application
npm run build

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

a light weight chat tool for llm. <div align="center" style="margin-bottom:40px"> <h2> ๐ŸŽ‰ MCP feature is ready to rock!๐Ÿš€</h2> </div> <div align="center"> <img src="./icon/icon.png" alt="EE Chat Application Screenshot" width="60" /> <h1><a href="https://ee.chat">eechat</a> </h1> <p>๐Ÿš€ Powerful Local AI Chat Application - Secure, Efficient, Personalized</p> <p> English | <a href="./README.zh-CN.md">็ฎ€ไฝ“ไธญๆ–‡</a> </p> <p style="margin-top:20px"> <a href="#c

Full README
<div align="center" style="margin-bottom:40px"> <h2> ๐ŸŽ‰ MCP feature is ready to rock!๐Ÿš€</h2> </div> <div align="center"> <img src="./icon/icon.png" alt="EE Chat Application Screenshot" width="60" /> <h1><a href="https://ee.chat">eechat</a> </h1> <p>๐Ÿš€ Powerful Local AI Chat Application - Secure, Efficient, Personalized</p> <p> English | <a href="./README.zh-CN.md">็ฎ€ไฝ“ไธญๆ–‡</a> </p> <p style="margin-top:20px"> <a href="#core-advantages">Core Advantages</a> โ€ข <a href="#key-features">Key Features</a> โ€ข <a href="#local-deployment">Local Deployment</a> โ€ข <a href="#quick-start">Quick Start</a> โ€ข <a href="#tech-stack">Tech Stack</a> โ€ข <a href="#contribute">Contribute</a> โ€ข <a href="#license">License</a> </p> </div> <img src="./resources/math.png" alt="EE Chat Application Screenshot" width="800" />

Core Advantages

eechat is an AI chat application focused on local deployment, providing users with a secure, private, and efficient AI conversation experience.

๐ŸŽ‰ MCP Support

MCP (Model Context Protocol) is a brand-new core extension capability of eechat, designed specifically for AI assistant scenarios. It greatly enhances the playability and professionalism of local AI. With MCP, you can easily integrate, manage, and run various AI tools and services with just one click, making your AI assistant infinitely expandable.

MCP Main Interface

<img src="./resources/mcp_main.png" alt="MCP Main Interface" width="900" />

Through the MCP management interface, you can easily view, install, start, stop, and remove various AI tools without command-line operations, significantly lowering the entry barrier.

MCP Visual Configuration

<img src="./resources/mcp_add.png" alt="MCP Visual Configuration" width="900" />

Provides a form-based visual way to add new MCP applications, supporting automatic README reading or AI-powered configuration filling. Even beginners can quickly integrate new tools.

MCP File Configuration

<img src="./resources/mcp_config.png" alt="MCP File Configuration" width="900" />

Built-in professional JSON configuration file editor, supporting formatting, reset, and quick navigation. Perfect for advanced users to batch manage and deeply customize. Fully compatible with Claude Desktop, Cursor, and Cline configurations.

Integrated Runtime Environment

<img src="./resources/mcp_bin.png" alt="MCP Runtime Environment" width="900" />

Built-in automatic detection and one-click download for runtimes like bun and uv. No manual dependency setup required, ensuring Node.js/Python tools are ready to use out of the box.

Plugin Ecosystem & Hot-Swapping

MCP tools can be added, removed, or upgraded at any time, supporting multi-instance parallel running. Build your own exclusive AI toolbox.

Tool Invocation in Chat

<img src="./resources/mcp_chat.png" alt="MCP Tool Invocation in Chat" width="900" />

All MCP tools can be called directly in the chat window, enabling seamless collaboration between AI and tools.

๐Ÿ”’ Data Security & Privacy Protection

  • Fully Local Storage: All conversation data is stored locally, eliminating privacy leak risks
<img src="./resources/localmodel_dark.png" alt="EE Chat Application Screenshot" width="800" />
  • Offline Capability: No continuous internet connection required after initial setup
  • API Customization: Connect to your own AI model API or third-party services, maintaining full data flow control
<img src="./resources/apimodel_light.png" alt="EE Chat Application Screenshot" width="800" />

๐Ÿ’ฌ Superior Conversation Experience

  • Multi-Session Management: Easily create and manage multiple independent conversations
  • History Tracking: Automatically save all conversation history for review and continuation
  • Perfect Markdown Support: Precise rendering of Markdown format, including code blocks, tables, and math formulas
  • Smart Code Highlighting: Automatic code block detection and highlighting for multiple programming languages

๐ŸŽจ Personalization Options

  • Theme Switching: Built-in light and dark themes for different scenarios and preferences
  • Prompt Management: Save and manage frequently used prompts to improve conversation efficiency
  • Model Parameter Tuning: Flexibly adjust temperature, max output, and other parameters for optimal responses

๐Ÿ”Œ Powerful Extensibility

  • Plugin Ecosystem: Support for functional extensions to meet specific scenario needs
  • Multi-Model Integration: Easy integration with various AI model APIs like OpenAI, Anthropic, etc.
  • Custom Model Support: Configure and use custom local or remote AI models

Key Features

Enhanced Intelligent Conversation

  • Context Understanding: AI maintains context coherence in long conversations
  • Multi-Turn Optimization: Enhanced interaction experience for complex queries
  • Knowledge Base Integration: Connect custom knowledge bases for more accurate domain-specific responses

Developer-Friendly

  • Code Generation & Explanation: Optimized code generation capabilities supporting multiple programming languages
  • API Documentation Generation: Assist developers in quickly generating API documentation
  • Debug Assistance: Help identify code issues and provide fix suggestions

Productivity Tools

  • Document Summarization: Quickly summarize long document content
  • Mind Map Generation: Transform complex concepts into structured mind maps
  • Multi-Language Translation: Support high-quality translation between multiple languages

Local Deployment

eechat is designed for local deployment, ensuring your data security and optimal user experience.

System Requirements

  • Windows 10/11 64-bit
  • macOS 10.15+
  • Linux (Ubuntu 18.04+, Debian 10+)
  • Minimum 4GB RAM
  • 500MB available disk space
  • GPU with CUDA support (optional) 8GB+ (Windows)

Installation Methods

Download Pre-built Packages

Download the appropriate installation package for your system from the releases page:

Build from Source

# Clone repository
git clone https://github.com/Lucassssss/eechat.git
cd eechat

# Install dependencies
npm install

# Run in development mode
npm run dev

# Build application
npm run build```

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Agent hubMore from this sourceMCP agents
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/Lucassssss/eechat#input",
  "outputSchemaRef": "https://github.com/Lucassssss/eechat#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:46:12.842Z",
  "sourceUpdatedAt": "2026-02-24T19:46:12.842Z",
  "freshnessSeconds": 4443341
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T06:01:54.688Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "electron",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "rollup",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "vite",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "vue3",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "vue",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:electron|supported|profile capability:rollup|supported|profile capability:vite|supported|profile capability:vue3|supported|profile capability:vue|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:12.842Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:12.842Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/Lucassssss/eechat#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:46:12.842Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Lucassssss",
    "href": "https://github.com/Lucassssss/eechat",
    "sourceUrl": "https://github.com/Lucassssss/eechat",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "332 GitHub stars",
    "href": "https://github.com/Lucassssss/eechat",
    "sourceUrl": "https://github.com/Lucassssss/eechat",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-lucassssss-eechat/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

Sponsored

Ads related to eechat and adjacent AI workflows.