Extracts text from documents, detects language, pulls keywords, and chunks content for RAG pipelines. Built by Intelagent as part of their open-source MCP collection. Runs over stdio, works in mock mode without dependencies for testing. If you're preprocessing files before feeding them into embeddings or need to break PDFs and docs into semantic chunks, this handles the grunt work. Check the file-processor package in their monorepo for the full tool list. Pairs with their planned knowledge-grid server for the full indexing and retrieval stack.
Open-source Model Context Protocol servers by Intelagent. Each server is a standalone npm package usable with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.
| Package | Description | Status |
|---|---|---|
@intelagent/mcp-enrichment | Company, contact, email & phone enrichment via Clearbit, Hunter.io, Twilio | Available |
@intelagent/mcp-file-processor | Document text extraction, keyword detection, chunking | Available |
@intelagent/mcp-web-research | Web search, page fetch, research synthesis | Planned |
@intelagent/mcp-approval-queue | Human-in-the-loop approval workflows | Planned |
@intelagent/mcp-knowledge-grid | Document indexing, semantic search, context composition | Planned |
# Clone and install
git clone https://github.com/IntelagentStudios/Intelagent-MCPs.git
cd Intelagent-MCPs
npm install
npm run build
# Run the enrichment server (mock mode — no API keys needed)
node packages/enrichment/dist/index.js
Create or edit .mcp.json in your project root:
{
"mcpServers": {
"enrichment": {
"command": "node",
"args": ["/path/to/Intelagent-MCPs/packages/enrichment/dist/index.js"],
"env": {
"CLEARBIT_API_KEY": "sk-...",
"HUNTER_API_KEY": "...",
"TWILIO_ACCOUNT_SID": "...",
"TWILIO_AUTH_TOKEN": "..."
}
}
}
}
All servers work in mock mode when API keys are omitted — great for development and testing.
npm install # Install all dependencies
npm run build # Build all packages
npm test # Run all tests
packages/<server-name>/ with package.json, tsconfig.json, and src/@intelagent/mcp-shared for the server bootstrap (createMCPServer)tools.ts, wire up in index.ts__tests__/See packages/enrichment as a reference implementation.
@intelagent/mcp-shared provides:
createMCPServer() — Reusable MCP server bootstrap with tool/resource registration and stdio transportMIT
io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent