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heurist-network

Mesh Agent MCP Server

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Python
Remote

Heurist Mesh MCP Server

mesh-2

A Model Context Protocol (MCP) server that connects to Heurist Mesh APIs - your gateway to Web3 intelligence.

Heurist Mesh is the skills marketplace for AI agents. General-purpose AI models lack specialized knowledge about Web3 and often fail to deliver accurate results. Heurist Mesh provides 30+ specialized AI agents that are experts in crypto analytics, ready to give your AI applications the Web3 expertise they need.

Features

  • Gateway to Web3 Intelligence: Access 30+ specialized crypto analytics agents via MCP

  • Optimized for AI: Input/output formats optimized for AI agents - fewer tool calls, less token usage

  • Supports both SSE and stdio transports

  • Works with Claude, Cursor, Claude Desktop, and other MCP-compatible interfaces

  • Use one API key to access multiple services (CoinGecko, DexScreener, Twitter analytics, and more)

Related MCP server: Linear MCP Server

🔥 Just In: Customize Your Agents and Create Managed MCP Servers On-Demand

You can use Heurist Mesh Console to create SSE MCP Servers. Select your agents and compose a personalized swarm for your tasks!

Hosted SSE Endpoint

We provide a hosted SSE endpoint at https://mesh.heurist.xyz/mcp/sse. Authentication is required - you need a Heurist API key (use invite code "claude" for free credits).

Provide your API key via:

  • X-HEURIST-API-KEY header (recommended)

  • Authorization: Bearer <your-api-key> header

  • api_key query parameter

This endpoint includes tools from recommended agents for comprehensive Web3 intelligence:

Agent

Description

TokenResolverAgent

Find tokens by address/symbol/name, return normalized profiles and top DEX pools

TrendingTokenAgent

Aggregates trending tokens from GMGN, CoinGecko, Pump.fun, Dexscreener, Zora and Twitter

TwitterIntelligenceAgent

Twitter/X timeline, tweet detail, and smart search

ExaSearchDigestAgent

Web search with concise LLM summarization

FundingRateAgent

Binance funding rates, open interest, and spot-futures opportunities

AIXBTProjectInfoAgent

Trending project info, fundamental analysis, and market summary

ZerionWalletAnalysisAgent

EVM wallet token and NFT holdings analysis

This is a shared server and the performance may be unstable. For production use, we recommend self-hosting or using Heurist Mesh Console to create dedicated servers.

Cursor can directly access SSE servers. For Claude Desktop users, we recommend installing mcp-proxy to connect to the SSE server.

Prerequisites

Installation

Using UV (Recommended)

# Clone the repository git clone https://github.com/heurist-network/heurist-mesh-mcp-server.git cd heurist-mesh-mcp-server # Install the package uv pip install -e .

Using Docker

# Clone the repository git clone https://github.com/heurist-network/heurist-mesh-mcp-server.git cd heurist-mesh-mcp-server # Build the Docker image docker build -t mesh-tool-server .

Usage

Option 1: Run with stdio Transport (for Claude Desktop)

Using UV

To use this with Claude Desktop, add the following to your claude_desktop_config.json:

{ "mcpServers": { "heurist-mesh-agent": { "command": "uv", "args": [ "--directory", "/path/to/heurist-mesh-mcp-server/mesh_mcp_server", // Update this path "run", "mesh-tool-server" ], "env": { "HEURIST_API_KEY": "your-api-key-here" // Update this key } } } }

Using Docker

Alternatively, you can use Docker with Claude Desktop by adding this to your claude_desktop_config.json:

{ "mcpServers": { "mesh-agent": { "command": "docker", "args": [ "run", "--rm", "-i", "-e", "TRANSPORT=stdio", "-e", "HEURIST_API_KEY=your-api-key-here", // Update this key "mesh-tool-server" ] } } }

Replace /path/to/heurist-mesh-mcp-server with the actual path to the repository and your-api-key-here with your Heurist API key.

Option 2: Run with SSE Transport (for Cursor)

Setting up Environment Variables in .env

cp .env.example .env HEURIST_API_KEY=your-api-key-here

Using UV:

uv run mesh-tool-server --transport sse --port 8000

Using Docker:

docker run -p 8000:8000 -e PORT=8000 mesh-tool-server

Then, in Cursor, add the MCP Server URL: http://0.0.0.0:8000/sse

Available Tools

Visit https://mesh.heurist.ai/metadata.json or https://mesh.heurist.ai/console to view all 30+ available agents and their tools.

Recommended Tools

These tools from our recommended agents cover most Web3 intelligence use cases:

Tool Name

Description

Agent

token_search

Find tokens by address, symbol, name, or CoinGecko ID

TokenResolverAgent

token_profile

Get comprehensive token profile with market data, socials, and top pools

TokenResolverAgent

get_trending_tokens

Aggregated trending tokens from multiple sources

TrendingTokenAgent

get_market_summary

AI-generated market summary across all trending sources

TrendingTokenAgent

twitter_search

Smart Twitter search for crypto topics

TwitterIntelligenceAgent

user_timeline

Get recent tweets from a Twitter user

TwitterIntelligenceAgent

tweet_detail

Get detailed info about a specific tweet

TwitterIntelligenceAgent

exa_web_search

Web search with AI summarization

ExaSearchDigestAgent

exa_scrape_url

Scrape and summarize webpage content

ExaSearchDigestAgent

get_all_funding_rates

Get funding rates for all Binance perpetual contracts

FundingRateAgent

get_symbol_oi_and_funding

Get open interest and funding for a specific symbol

FundingRateAgent

find_spot_futures_opportunities

Find arbitrage opportunities between spot and futures

FundingRateAgent

search_projects

Search trending projects with fundamental analysis

AIXBTProjectInfoAgent

get_market_summary

Get AI market summary from AIXBT

AIXBTProjectInfoAgent

fetch_wallet_tokens

Get EVM wallet token holdings

ZerionWalletAnalysisAgent

fetch_wallet_nfts

Get EVM wallet NFT holdings

ZerionWalletAnalysisAgent

Customizing Supported Agents

The server comes with a default set of recommended agents. To modify which agents are available:

  1. Open the server.py file and locate the Config class.

  2. Edit the DEFAULT_AGENTS list to add or remove agents listed at Heurist Metadata

DEFAULT_AGENTS = [ "TokenResolverAgent", # Comprehensive token lookup "TrendingTokenAgent", # Aggregated trending tokens "TwitterIntelligenceAgent", # Twitter/X analytics "ExaSearchDigestAgent", # Web search with summarization "FundingRateAgent", # Binance funding & OI data "AIXBTProjectInfoAgent", # Project analysis "ZerionWalletAnalysisAgent", # Wallet holdings # Add more agents as needed ]

License

This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License.

Install Server
A
security – no known vulnerabilities
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license - permissive license
A
quality - confirmed to work

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