What is the key difference between Trieve and Fundamentals MCP?

Trieve belongs to the Search & Data Extraction category with local stdio execution, while Fundamentals MCP belongs to the Search & Data Extraction category with local stdio execution.

How do I install Trieve or Fundamentals MCP in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Trieve and Fundamentals MCP free or paid?

Trieve operates under a Freemium model (API Key required). Fundamentals MCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Trieve lists 6 tools with 2 views and 2,711 GitHub stars. Fundamentals MCP lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Trieve and Fundamentals MCP together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

How do I install Trieve or Fundamentals MCP in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Trieve and Fundamentals MCP free to use, or do they require API keys?

Trieve is listed under a Freemium model with API Key required . Fundamentals MCP operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Trieve and Fundamentals MCP at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both devflowinc-trieve and fundamentals-mcp as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Trieve has a Quality Score of 51 /100 ( Good ) with 2 views, 0 installs, and 2,711 GitHub stars. Fundamentals MCP holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Trieve vs Fundamentals MCP

In-depth architectural comparison of the Trieve and Fundamentals MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Trieve

Search & Data Extraction · Local stdio

Quality: 51/100 (Good) | Auth: API Key required

Fundamentals MCP

Search & Data Extraction · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Verdict Summary: Choose Trieve if you need specialized Search & Data Extraction tools running via a local process. Choose Fundamentals MCP if your workspace requires Search & Data Extraction integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Trieve when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Freemium).
You have access to required keys: TRIEVE_API_KEY, TRIEVE_OPENAI_API_KEY, TRIEVE_QDRANT_URL, TRIEVE_QDRANT_API_KEY, TRIEVE_OPENROUTER_API_KEY.
Primary tools included: Self-hosting support for AWS, GCP, Kubernetes, Docker Compose, Semantic dense vector search with OpenAI/Jina embeddings and Qdrant, Typo tolerant neural sparse-vector search using SPLADE model.

Explore Trieve Details

Choose Fundamentals MCP when:

You need dedicated capabilities in the Search & Data Extraction domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Fundamentals MCP Details

Feature & Specification Comparison

Specification	Trieve devflowinc Search & Data Extraction	F Fundamentals MCP Search & Data Extraction
Summary	Crawl, embed, chunk, search, and retrieve information from datasets through Trieve	Unofficial read-only MCP for fundamentals, macro & news (EDGAR + FRED + Tavily, BYO-key).
Category & Scope	Search & Data Extraction	Search & Data Extraction

Tools & Capabilities Breakdown

Trieve Tools (6)

Self-hosting support for AWS, GCP, Kubernetes, Docker Compose

Semantic dense vector search with OpenAI/Jina embeddings and Qdrant

Typo tolerant neural sparse-vector search using SPLADE model

Sub-sentence highlighting of matched query terms

Recommendation API for similar chunks or files

RAG API routes integrated with OpenRouter for LLM access

Fundamentals MCP Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Trieve Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "devflowinc-trieve": {
      "command": "npx",
      "args": [
        "-y",
        "@smithery/cli"
      ],
      "env": {
        "TRIEVE_API_KEY": "YOUR_TRIEVE_API_KEY_HERE",
        "TRIEVE_OPENAI_API_KEY": "YOUR_TRIEVE_OPENAI_API_KEY_HERE",
        "TRIEVE_QDRANT_URL": "YOUR_TRIEVE_QDRANT_URL_HERE",
        "TRIEVE_QDRANT_API_KEY": "YOUR_TRIEVE_QDRANT_API_KEY_HERE",
        "TRIEVE_OPENROUTER_API_KEY": "YOUR_TRIEVE_OPENROUTER_API_KEY_HERE"
      }
    }
  }
}

Fundamentals MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "fundamentals-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "fundamentals-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Trieve is categorized under Search & Data Extraction and uses a local stdio subprocess. In contrast, Fundamentals MCP belongs to Search & Data Extraction using local stdio subprocess. Select Trieve when you need capabilities focused on search & data extraction and Fundamentals MCP when you require tools for search & data extraction.

More alternatives to Trieve More alternatives to Fundamentals MCP Search & Data Extraction category hub