From dd2a92f9ec20774782f81abb040928b346743884 Mon Sep 17 00:00:00 2001 From: Jeremiah Say Date: Wed, 12 Aug 2026 15:53:32 +0800 Subject: [PATCH 1/5] Add GreenCalculus (carbon emission factors + calculations) to Data Platforms --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 67370cd77..4beadcca7 100644 --- a/README.md +++ b/README.md @@ -1031,6 +1031,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [flexorch/flexorch-mcp](https://github.com/flexorch/flexorch-mcp) [![flexorch/flexorch-mcp MCP server](https://glama.ai/mcp/servers/flexorch/flexorch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/flexorch/flexorch-mcp) 🐍 ☁️ 🏠 🍎 πŸͺŸ 🐧 - Convert unstructured business documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets with automatic classification, field extraction, PII masking (10+ locales), and quality scoring. 6 async MCP tools covering the full pipeline: submit β†’ poll β†’ extract β†’ build β†’ export JSONL/RAG/CSV. Install: `pip install flexorch-mcp`. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) πŸŽ–οΈ πŸ“‡ ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. - [FreelexHo/power-bi-mcp](https://github.com/FreelexHo/power-bi-mcp) [![FreelexHo/power-bi-mcp MCP server](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ πŸͺŸ 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error catalog, DAX queries with RLS simulation, PBIP source locating, and scheduled refresh reports. +- [GreenCalculus](https://greencalculus.com/developers) ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) for AI agents β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 10 tools. Remote at https://mcp.greencalculus.com (Bearer key, free tier). Listed on the official MCP registry as `com.greencalculus/api`. - [Hug0x0/mcp-reunion](https://github.com/Hug0x0/mcp-reunion) [![Hug0x0/mcp-reunion MCP server](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion/badges/score.svg)](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion) πŸ“‡ ☁️ 🍎 πŸͺŸ 🐧 - 96 tools across 21 modules for La RΓ©union (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) πŸ“‡ ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. From 43e4be25b19e534a58b413b56f68201d9fed1f95 Mon Sep 17 00:00:00 2001 From: Jeremiah Say Date: Wed, 12 Aug 2026 16:35:31 +0800 Subject: [PATCH 2/5] Use GitHub repo link (greencalculus-sdk) per listing requirements --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4beadcca7..3ae24ee5d 100644 --- a/README.md +++ b/README.md @@ -1031,7 +1031,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [flexorch/flexorch-mcp](https://github.com/flexorch/flexorch-mcp) [![flexorch/flexorch-mcp MCP server](https://glama.ai/mcp/servers/flexorch/flexorch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/flexorch/flexorch-mcp) 🐍 ☁️ 🏠 🍎 πŸͺŸ 🐧 - Convert unstructured business documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets with automatic classification, field extraction, PII masking (10+ locales), and quality scoring. 6 async MCP tools covering the full pipeline: submit β†’ poll β†’ extract β†’ build β†’ export JSONL/RAG/CSV. Install: `pip install flexorch-mcp`. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) πŸŽ–οΈ πŸ“‡ ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. - [FreelexHo/power-bi-mcp](https://github.com/FreelexHo/power-bi-mcp) [![FreelexHo/power-bi-mcp MCP server](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ πŸͺŸ 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error catalog, DAX queries with RLS simulation, PBIP source locating, and scheduled refresh reports. -- [GreenCalculus](https://greencalculus.com/developers) ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) for AI agents β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 10 tools. Remote at https://mcp.greencalculus.com (Bearer key, free tier). Listed on the official MCP registry as `com.greencalculus/api`. +- [GreenCalculus](https://github.com/jeremiahsay/greencalculus-sdk) ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) for AI agents β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 10 tools. Remote at https://mcp.greencalculus.com (Bearer key, free tier). Listed on the official MCP registry as `com.greencalculus/api`. - [Hug0x0/mcp-reunion](https://github.com/Hug0x0/mcp-reunion) [![Hug0x0/mcp-reunion MCP server](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion/badges/score.svg)](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion) πŸ“‡ ☁️ 🍎 πŸͺŸ 🐧 - 96 tools across 21 modules for La RΓ©union (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) πŸ“‡ ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. From 064efb3de4dc065c80296de87fd1c612cf2c4e33 Mon Sep 17 00:00:00 2001 From: Jeremiah Say Date: Wed, 12 Aug 2026 17:20:17 +0800 Subject: [PATCH 3/5] Use full owner/repo entry name (jeremiahsay/greencalculus-sdk) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3ae24ee5d..24334d5d8 100644 --- a/README.md +++ b/README.md @@ -1031,7 +1031,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [flexorch/flexorch-mcp](https://github.com/flexorch/flexorch-mcp) [![flexorch/flexorch-mcp MCP server](https://glama.ai/mcp/servers/flexorch/flexorch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/flexorch/flexorch-mcp) 🐍 ☁️ 🏠 🍎 πŸͺŸ 🐧 - Convert unstructured business documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets with automatic classification, field extraction, PII masking (10+ locales), and quality scoring. 6 async MCP tools covering the full pipeline: submit β†’ poll β†’ extract β†’ build β†’ export JSONL/RAG/CSV. Install: `pip install flexorch-mcp`. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) πŸŽ–οΈ πŸ“‡ ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. - [FreelexHo/power-bi-mcp](https://github.com/FreelexHo/power-bi-mcp) [![FreelexHo/power-bi-mcp MCP server](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ πŸͺŸ 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error catalog, DAX queries with RLS simulation, PBIP source locating, and scheduled refresh reports. -- [GreenCalculus](https://github.com/jeremiahsay/greencalculus-sdk) ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) for AI agents β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 10 tools. Remote at https://mcp.greencalculus.com (Bearer key, free tier). Listed on the official MCP registry as `com.greencalculus/api`. +- [jeremiahsay/greencalculus-sdk](https://github.com/jeremiahsay/greencalculus-sdk) ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) for AI agents β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 10 tools. Remote at https://mcp.greencalculus.com (Bearer key, free tier). Listed on the official MCP registry as `com.greencalculus/api`. - [Hug0x0/mcp-reunion](https://github.com/Hug0x0/mcp-reunion) [![Hug0x0/mcp-reunion MCP server](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion/badges/score.svg)](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion) πŸ“‡ ☁️ 🍎 πŸͺŸ 🐧 - 96 tools across 21 modules for La RΓ©union (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) πŸ“‡ ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. From 52505bce14dbd5e9336072d4ae80323561ff97ab Mon Sep 17 00:00:00 2001 From: Jeremiah Say Date: Fri, 21 Aug 2026 09:23:30 +0800 Subject: [PATCH 4/5] Point the GreenCalculus entry at the MCP server, not the client SDK MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit greencalculus-sdk is a client library β€” Python and JS wrappers for the REST API. It is not an MCP server, so the entry described the wrong artifact: nothing in that repo starts, and nothing in it answers an introspection request. jeremiahsay/greencalculus-mcp is the actual server. It runs over stdio via npx or Docker, bridging to the hosted endpoint, and its CI builds the image and drives tools/list through it on every push. Also corrects the tool count, which was ten and is now eleven, and moves the line into alphabetical position β€” it had been left at G from when the entry was named "GreenCalculus" rather than owner/repo. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 24334d5d8..35a982911 100644 --- a/README.md +++ b/README.md @@ -1031,8 +1031,8 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [flexorch/flexorch-mcp](https://github.com/flexorch/flexorch-mcp) [![flexorch/flexorch-mcp MCP server](https://glama.ai/mcp/servers/flexorch/flexorch-mcp/badges/score.svg)](https://glama.ai/mcp/servers/flexorch/flexorch-mcp) 🐍 ☁️ 🏠 🍎 πŸͺŸ 🐧 - Convert unstructured business documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets with automatic classification, field extraction, PII masking (10+ locales), and quality scoring. 6 async MCP tools covering the full pipeline: submit β†’ poll β†’ extract β†’ build β†’ export JSONL/RAG/CSV. Install: `pip install flexorch-mcp`. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) πŸŽ–οΈ πŸ“‡ ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. - [FreelexHo/power-bi-mcp](https://github.com/FreelexHo/power-bi-mcp) [![FreelexHo/power-bi-mcp MCP server](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ πŸͺŸ 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error catalog, DAX queries with RLS simulation, PBIP source locating, and scheduled refresh reports. -- [jeremiahsay/greencalculus-sdk](https://github.com/jeremiahsay/greencalculus-sdk) ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) for AI agents β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 10 tools. Remote at https://mcp.greencalculus.com (Bearer key, free tier). Listed on the official MCP registry as `com.greencalculus/api`. - [Hug0x0/mcp-reunion](https://github.com/Hug0x0/mcp-reunion) [![Hug0x0/mcp-reunion MCP server](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion/badges/score.svg)](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion) πŸ“‡ ☁️ 🍎 πŸͺŸ 🐧 - 96 tools across 21 modules for La RΓ©union (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`. +- [jeremiahsay/greencalculus-mcp](https://github.com/jeremiahsay/greencalculus-mcp) πŸŽ–οΈ πŸ“‡ ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 11 tools. Install: `npx -y greencalculus-mcp`, or connect remotely at https://mcp.greencalculus.com. Free tier, no card. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) πŸ“‡ ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API. From 8c7a50c012e41bd5e26cda167636640ea8e9c11a Mon Sep 17 00:00:00 2001 From: Jeremiah Say Date: Fri, 21 Aug 2026 10:05:44 +0800 Subject: [PATCH 5/5] Add the Glama score badge to the GreenCalculus entry Satisfies the glama-check requested when this PR opened. The badge could not exist until now: it is generated only for an entry in Glama's servers collection, and the entry pointed at a client library with no container to start. Now listed and claimed at glama.ai/mcp/servers/jeremiahsay/greencalculus-mcp, graded A on quality and A on licence. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 35a982911..c619cfea8 100644 --- a/README.md +++ b/README.md @@ -1032,7 +1032,7 @@ Data Platforms for data integration, transformation and pipeline orchestration. - [flowcore/mcp-flowcore-platform](https://github.com/flowcore-io/mcp-flowcore-platform) πŸŽ–οΈ πŸ“‡ ☁️ 🏠 - Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language. - [FreelexHo/power-bi-mcp](https://github.com/FreelexHo/power-bi-mcp) [![FreelexHo/power-bi-mcp MCP server](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp/badges/score.svg)](https://glama.ai/mcp/servers/FreelexHo/power-bi-mcp) 🐍 ☁️ πŸͺŸ 🍎 🐧 - Power BI MCP server with device code auth, enhanced refresh (table-level polling with retry), refresh diagnostics with root-cause error catalog, DAX queries with RLS simulation, PBIP source locating, and scheduled refresh reports. - [Hug0x0/mcp-reunion](https://github.com/Hug0x0/mcp-reunion) [![Hug0x0/mcp-reunion MCP server](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion/badges/score.svg)](https://glama.ai/mcp/servers/Hug0x0/mcp-reunion) πŸ“‡ ☁️ 🍎 πŸͺŸ 🐧 - 96 tools across 21 modules for La RΓ©union (French overseas region) open data: economy, demographics, geography, transport, health, education, elections, tourism, housing, environment, and more. Powered by data.regionreunion.com and data.gouv.fr. Install: `npx -y mcp-reunion`. -- [jeremiahsay/greencalculus-mcp](https://github.com/jeremiahsay/greencalculus-mcp) πŸŽ–οΈ πŸ“‡ ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 11 tools. Install: `npx -y greencalculus-mcp`, or connect remotely at https://mcp.greencalculus.com. Free tier, no card. +- [jeremiahsay/greencalculus-mcp](https://github.com/jeremiahsay/greencalculus-mcp) [![jeremiahsay/greencalculus-mcp MCP server](https://glama.ai/mcp/servers/jeremiahsay/greencalculus-mcp/badges/score.svg)](https://glama.ai/mcp/servers/jeremiahsay/greencalculus-mcp) πŸŽ–οΈ πŸ“‡ ☁️ - Sourced greenhouse-gas emission factors and audit-traced carbon calculations (activity, embodied EN 15978, PCAF financed emissions) β€” every value returns with its exact source cell and data version, so answers are citable and reproducible. 13,000+ factors, 11 tools. Install: `npx -y greencalculus-mcp`, or connect remotely at https://mcp.greencalculus.com. Free tier, no card. - [JordiNei/mcp-databricks-server](https://github.com/JordiNeil/mcp-databricks-server) 🐍 ☁️ - Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status. - [jwaxman19/qlik-mcp](https://github.com/jwaxman19/qlik-mcp) πŸ“‡ ☁️ - MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support. - [keboola/keboola-mcp-server](https://github.com/keboola/keboola-mcp-server) 🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.