Is io.github.open-and-sustainable/alembica-mcp safe to use?

io.github.open-and-sustainable/alembica-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install io.github.open-and-sustainable/alembica-mcp?

io.github.open-and-sustainable/alembica-mcp can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with io.github.open-and-sustainable/alembica-mcp?

io.github.open-and-sustainable/alembica-mcp is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio and sse and http transport.

Is io.github.open-and-sustainable/alembica-mcp actively maintained?

io.github.open-and-sustainable/alembica-mcp is actively maintained — last commit was 3 days ago. It has 1 GitHub stars.

io.github.open-and-sustainable/alembica-mcp

MCP server for Alembica validation, extraction, cost estimation, and schema queries.

1 0 tools GitHub

No known CVEs

No license

Actively maintained

Last commit 3d ago

Untested

Transport: stdio, sse, http

0 tools

Grade F

Other

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Untested on Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-open-and-sustainable-alembica-mcp": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-open-and-sustainable-alembica-mcp)](https://mcppedia.org/s/io-github-open-and-sustainable-alembica-mcp)

Read me

What io.github.open-and-sustainable/alembica-mcp does

Open Science Software for Semantic Synthesis and Extraction of Information from Unstructured Sources.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

29/100across 5 weighted dimensions

How we score →

0255075100

−71

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Community

Reviews

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Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.open-and-sustainable/alembica-mcp safe to use?: io.github.open-and-sustainable/alembica-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.open-and-sustainable/alembica-mcp?: io.github.open-and-sustainable/alembica-mcp can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.open-and-sustainable/alembica-mcp?: io.github.open-and-sustainable/alembica-mcp is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio and sse and http transport.
Is io.github.open-and-sustainable/alembica-mcp actively maintained?: io.github.open-and-sustainable/alembica-mcp is actively maintained — last commit was 3 days ago. It has 1 GitHub stars.

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Other

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Untested on Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-open-and-sustainable-alembica-mcp": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

Are you the author?

Add this badge to your README to show your security score and help users find safe servers.

Embed in your READMEAbout badges →

[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-open-and-sustainable-alembica-mcp)](https://mcppedia.org/s/io-github-open-and-sustainable-alembica-mcp)

Read me

What io.github.open-and-sustainable/alembica-mcp does

Open Science Software for Semantic Synthesis and Extraction of Information from Unstructured Sources.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

README

`alembica`

Open Science Software for Semantic Synthesis and Extraction of Information from Unstructured Sources.

About

alembica simplifies the use of Large Language Models (LLMs) to extract structured datasets from unstructured corpora of text. It provides a flexible and scalable framework to process, synthesize, and transform textual information into structured formats suitable for analysis and further processing.

Supports OpenAI, Google AI, Anthropic, Cohere, DeepSeek, Perplexity, AWS Bedrock, Azure AI, Vertex AI, and Self-Hosted OpenAI-compatible providers.

Installation (Go)

To install alembica in Go, run:

go get github.com/open-and-sustainable/alembica

If you want to use alembica in other programming languages, check out the C-Shared Library in the User Guide.

Documentation

User Guide – Learn how to use alembica in different programming languages. API Reference – Explore the Go package documentation.

MCP Server

alembica includes an optional MCP server for agent tool access.

The MCP server can be used from a locally built Go binary, the GHCR container image, or the MCP Registry.

Available in the official MCP Registry:

https://registry.modelcontextprotocol.io/?q=alembica
Server ID: io.github.open-and-sustainable/alembica-mcp

See the User Guide MCP page for installation options, run commands, and tool schemas.

MCP Registry publishing

The MCP server is published to the MCP Registry by GitHub Actions when a version tag such as v1.2.3 is pushed.

The workflow uses GitHub OIDC for authentication, and each new registry version is published explicitly by CI rather than implicitly from GitHub Releases.

Features

Validation of Input – Ensures that queries are correctly formatted to support proper interaction with models.
Cost Assessment – Calculates token costs based on the requested extraction and different model pricing.
Data Extraction – Processes unstructured text and transforms it into structured datasets for further analysis.

Note: Cost estimation is not supported for Self-Hosted, AWS Bedrock, Azure AI, or Vertex AI providers and will return zero.

Optional model fields for cloud/local providers:

base_url and api_version for Azure/OpenAI-compatible endpoints
region for AWS Bedrock
project_id and location for Vertex AI

Use schemaVersion: "v2" when you need these cloud/local provider fields or non-enumerated model IDs.

Authors & Contributions

Author: Riccardo Boero - ribo@nilu.no

Contributions are welcome!

License

alembica is licensed under the GNU AFFERO GENERAL PUBLIC LICENSE, Version 3.

Citation

Boero, R. (2025). alembica - Open Science Software for Semantic Synthesis and Extraction of Information from Unstructured Sources. Zenodo. https://doi.org/10.5281/zenodo.14899666

Loading README…

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

29/100across 5 weighted dimensions

How we score →

0255075100

−71

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Community

Reviews

Be the first to review

Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.open-and-sustainable/alembica-mcp safe to use?: io.github.open-and-sustainable/alembica-mcp has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install io.github.open-and-sustainable/alembica-mcp?: io.github.open-and-sustainable/alembica-mcp can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with io.github.open-and-sustainable/alembica-mcp?: io.github.open-and-sustainable/alembica-mcp is compatible with Claude Desktop, Cursor, Claude Code, and most MCP clients that support stdio transport. It uses stdio and sse and http transport.
Is io.github.open-and-sustainable/alembica-mcp actively maintained?: io.github.open-and-sustainable/alembica-mcp is actively maintained — last commit was 3 days ago. It has 1 GitHub stars.