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anumana-mcp

PyPIInfrastructure

PulseGate's liveness check found it on 5 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 5 Oct 2026. How this is checked

Anumana MCP is an open-source Model Context Protocol server that evaluates database queries before execution. It uses schema-aware EXPLAIN analysis to predict cost, explain query plans, and rewrite queries across multiple SQL and NoSQL database engines for AI-agent developers.

Inferred · not functionally tested

Open SourceMITCLISelf-hostedAPI
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Overview

6 features

Purpose: Preventing AI-generated database queries from running inefficiently or incurring unexpected costs.

Inferred · not functionally tested

Audience: developers building AI agents and database applications

Inferred · not functionally tested

Functions: agents, data_extraction

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted, api_only

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

In the Frameworks & runtimes space, anumana-mcp takes a focused approach. Inferred · not functionally tested: It focuses on preventing AI-generated database queries from running inefficiently or incurring unexpected costs. Inferred · not functionally tested: anumana-mcp is an open-source project aimed at developers building AI agents and database applications. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: anumana-mcp is available on the command line and API, and it can be self-hosted.

Behind anumana-mcp is sinhaKAN-ra, and it first shipped in 2026. The project is developed in the open on GitHub with 4 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are query cost prediction, query plan explanations, and query rewriting. Inferred · not functionally tested: Catalogued interfaces include an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Query cost prediction
  • Query plan explanations
  • Query rewriting
  • Schema-aware analysis
  • EXPLAIN-only analysis
  • Multi-database support

Topics: Inferred · not functionally tested

Tags
mcp-serverquery-optimizationdatabase-cost-analysissql-rewriting
AI capabilities
TextStructured
Inference: Local

JSON profile · Text profile · Access guide

Built with & integrations

Database
mongodb_atlas
Connectors
MCP
Runs on
CLISelf-hostedAPI-only

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceGitHubActive maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed5 Oct · 11:56 UTC
    anumana-mcp seen via PyPI Bulk Enumerator
    Source: PyPI Bulk Enumerator · Open

Frequently asked questions about anumana-mcp

What is anumana-mcp?
Inferred · not functionally tested: Anumana-mcp focuses on preventing AI-generated database queries from running inefficiently or incurring unexpected costs. It is catalogued under Frameworks & runtimes on PulseGate.
Who should use anumana-mcp?
Inferred · not functionally tested: anumana-mcp is an open-source project built for developers building AI agents and database applications.
Is anumana-mcp free?
Basis unknown · not verified: Yes — anumana-mcp is open source under the MIT license and free to use.
What platforms does anumana-mcp run on?
Basis unknown · not verified: anumana-mcp runs on the command line and API. It can also be self-hosted.
Is anumana-mcp still active?
PulseGate's liveness check found it on 5 Oct 2026. Its GitHub repository shows 4 commits in the last 90 days.
What are alternatives to anumana-mcp?
Similar projects tracked by PulseGate include ucm-mcp, mcp-alchemy, and analytics-mcp.ucm-mcpmcp-alchemyanalytics-mcp
Who makes anumana-mcp?
anumana-mcp is developed by sinhaKAN-ra.
When did anumana-mcp launch?
anumana-mcp first shipped in 2026.

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