Alembica MCP
An open science MCP server that enables LLM-powered semantic synthesis and precise extraction of structured datasets from unstructured texts. It supports validation of input queries, cost assessment for token usage, and data extraction across multiple AI providers including OpenAI, Google AI, and Anthropic.
Package and access
Local package with source-attributed installation metadata. Koskamo does not execute packages during review.
Checks and signals
Each line is separate evidence, not a trust score.
- Popularity 2 GitHub stars
What you can do with it
- Extract structured datasets from unstructured text corpora
- Validate input queries for proper model interaction
- Calculate token costs for extraction tasks
- Synthesize information using various LLM providers
Source and maintenance
- Last repository push
- Latest release
- v0.3.5
- Maintenance checked
Packages and installation
Source-provided package data. Koskamo has not executed or live-probed this package.
ghcr.io/open-and-sustainable/alembica-mcp:0.3.5
{
"transport": "stdio",
"identifier": "ghcr.io/open-and-sustainable/alembica-mcp:0.3.5",
"registryType": "oci"
}Tools
Reported by the attributed source; not independently observed by Koskamo.
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · repository · passed · metadata changed · updated
- · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown
Connect from your client
Each snippet configures the same source-provided package; replace placeholders before use.
Cursor
{
"mcpServers": {
"alembica-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/open-and-sustainable/alembica-mcp:0.3.5"
]
}
}
}Cline
{
"mcpServers": {
"alembica-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/open-and-sustainable/alembica-mcp:0.3.5"
]
}
}
}VS Code
{
"servers": {
"alembica-mcp": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/open-and-sustainable/alembica-mcp:0.3.5"
]
}
}
}Claude Desktop
{
"mcpServers": {
"alembica-mcp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"ghcr.io/open-and-sustainable/alembica-mcp:0.3.5"
]
}
}
}Let your agent find its tools
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