From b13fc7efd1e0bb53e52c0717bea8b85f8c953bbf Mon Sep 17 00:00:00 2001 From: VC Date: Sat, 14 Mar 2026 18:47:40 -0400 Subject: [PATCH 1/5] Add Tuning Engines MCP server (LLM fine-tuning) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0b886a09..6b880fb7 100644 --- a/README.md +++ b/README.md @@ -799,6 +799,7 @@ Tools and integrations that enhance the development workflow and environment man - [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/). - [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com) - [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. +- [ockhamlabs/tuning-engines-cli](https://github.com/ockhamlabs/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana - [Pharaoh-so/pharaoh](https://github.com/0xUXDesign/pharaoh-mcp) [![pharaoh MCP server](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh/badges/score.svg)](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh) 📇 ☁️ 🍎 🪟 🐧 - Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowledge graphs for blast radius analysis, dead code detection, dependency tracing, and architectural context. - [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. From 55acd601d9c75e8c22502e9581c627338e2a9aee Mon Sep 17 00:00:00 2001 From: VC Date: Sat, 14 Mar 2026 22:46:01 -0400 Subject: [PATCH 2/5] Add Glama score badge per listing requirements --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6b880fb7..4a894fcc 100644 --- a/README.md +++ b/README.md @@ -799,7 +799,7 @@ Tools and integrations that enhance the development workflow and environment man - [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/). - [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com) - [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. -- [ockhamlabs/tuning-engines-cli](https://github.com/ockhamlabs/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. +- [ockhamlabs/tuning-engines-cli](https://github.com/ockhamlabs/tuning-engines-cli) [![ockhamlabs/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/ockhamlabs/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/ockhamlabs/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana - [Pharaoh-so/pharaoh](https://github.com/0xUXDesign/pharaoh-mcp) [![pharaoh MCP server](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh/badges/score.svg)](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh) 📇 ☁️ 🍎 🪟 🐧 - Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowledge graphs for blast radius analysis, dead code detection, dependency tracing, and architectural context. - [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. From f7363d58a4b8952ca2dafc90f297ca9f0b2a356c Mon Sep 17 00:00:00 2001 From: VC Date: Sat, 14 Mar 2026 22:52:44 -0400 Subject: [PATCH 3/5] Fix repo URL: ockhamlabs -> cerebrixos-org/tuning-engines-cli --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4a894fcc..ffe72c2f 100644 --- a/README.md +++ b/README.md @@ -799,7 +799,7 @@ Tools and integrations that enhance the development workflow and environment man - [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/). - [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com) - [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. -- [ockhamlabs/tuning-engines-cli](https://github.com/ockhamlabs/tuning-engines-cli) [![ockhamlabs/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/ockhamlabs/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/ockhamlabs/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. +- [cerebrixos-org/tuning-engines-cli](https://github.com/cerebrixos-org/tuning-engines-cli) [![cerebrixos-org/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana - [Pharaoh-so/pharaoh](https://github.com/0xUXDesign/pharaoh-mcp) [![pharaoh MCP server](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh/badges/score.svg)](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh) 📇 ☁️ 🍎 🪟 🐧 - Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowledge graphs for blast radius analysis, dead code detection, dependency tracing, and architectural context. - [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. From 764590a9522574d52149d6c33b5ec880650bfd2e Mon Sep 17 00:00:00 2001 From: VC Date: Sat, 14 Mar 2026 23:41:13 -0400 Subject: [PATCH 4/5] Fix alphabetical ordering of tuning-engines-cli entry --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ffe72c2f..03b5847f 100644 --- a/README.md +++ b/README.md @@ -682,6 +682,7 @@ Tools and integrations that enhance the development workflow and environment man - [BrainGrid MCP](https://docs.braingrid.ai/mcp-server/installation) 🎖️☁️ - [BrainGrid](https://braingrid.ai) MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably. - [BrunoKrugel/echo-mcp](https://github.com/BrunoKrugel/echo-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools. - [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more. +- [cerebrixos-org/tuning-engines-cli](https://github.com/cerebrixos-org/tuning-engines-cli) [![cerebrixos-org/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. - [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects. - [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI. - [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager) @@ -799,7 +800,6 @@ Tools and integrations that enhance the development workflow and environment man - [OpenZeppelin/contracts-wizard](https://github.com/OpenZeppelin/contracts-wizard/tree/master/packages/mcp) - A Model Context Protocol (MCP) server that allows AI agents to generate secure smart contracts in multiples languages based on [OpenZeppelin Wizard templates](https://wizard.openzeppelin.com/). - [opslevel/opslevel-mcp](https://github.com/opslevel/opslevel-mcp) 🎖️ 🏎️ ☁️ 🪟 🍎 🐧 - Official MCP Server for [OpsLevel](https://www.opslevel.com) - [optimaquantum/claude-critical-rules-mcp](https://github.com/optimaquantum/claude-critical-rules-mcp) 📇 ☁️ 🏠 🍎 🪟 🐧 - Automatic enforcement of critical rules for Claude AI preventing 96 documented failure patterns. Provides compliance verification checklist and rules summary via MCP tools. -- [cerebrixos-org/tuning-engines-cli](https://github.com/cerebrixos-org/tuning-engines-cli) [![cerebrixos-org/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. - [paracetamol951/P-Link-MCP](https://github.com/paracetamol951/P-Link-MCP) 🏠 🐧 🍎 ☁️ - Implementation of HTTP 402 (payment required http code) relying on Solana - [Pharaoh-so/pharaoh](https://github.com/0xUXDesign/pharaoh-mcp) [![pharaoh MCP server](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh/badges/score.svg)](https://glama.ai/mcp/servers/@Pharaoh-so/pharaoh) 📇 ☁️ 🍎 🪟 🐧 - Hosted MCP server that parses TypeScript and Python codebases into Neo4j knowledge graphs for blast radius analysis, dead code detection, dependency tracing, and architectural context. - [picahq/mcp](https://github.com/picahq/mcp) 🎖️ 🦀 📇 ☁️ - One MCP for all your integrations — powered by [Pica](https://www.picaos.com), the infrastructure for intelligent, collaborative agents. From feb17f70f8b47e305ac127e7e070ac2da051c3ca Mon Sep 17 00:00:00 2001 From: VC Date: Sat, 14 Mar 2026 23:45:41 -0400 Subject: [PATCH 5/5] Update description: domain-specific LLM/SLM fine-tuning, sovereign models --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 03b5847f..e40ca51b 100644 --- a/README.md +++ b/README.md @@ -682,7 +682,7 @@ Tools and integrations that enhance the development workflow and environment man - [BrainGrid MCP](https://docs.braingrid.ai/mcp-server/installation) 🎖️☁️ - [BrainGrid](https://braingrid.ai) MCP is the Product Management Agent that writes your specs, plans your features, and creates engineering-grade tasks your coding tools can build reliably. - [BrunoKrugel/echo-mcp](https://github.com/BrunoKrugel/echo-mcp) 🏎️ ☁️ 📟 🪟 🐧 🍎 - A zero-configuration Go library to automatically expose any existing Echo web framework APIs as MCP tools. - [buildkite/buildkite-mcp-server](https://github.com/buildkite/buildkite-mcp-server) 🎖️ 🏎️ 🏠 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildkite. Create new pipelines, diagnose and fix failures, trigger builds, monitor job queues, and more. -- [cerebrixos-org/tuning-engines-cli](https://github.com/cerebrixos-org/tuning-engines-cli) [![cerebrixos-org/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Fine-tune LLMs on GitHub repos. Two training agents: Cody (QLoRA via Axolotl for code autocomplete) and SIERA (AllenAI Open Coding Agents for bug-fix specialization). Supports 3B-72B models, cost estimation, model management, S3 export, and browser-based auth. +- [cerebrixos-org/tuning-engines-cli](https://github.com/cerebrixos-org/tuning-engines-cli) [![cerebrixos-org/tuning-engines-cli MCP server](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli/badges/score.svg)](https://glama.ai/mcp/servers/cerebrixos-org/tuning-engines-cli) 📇 ☁️ 🍎 🪟 🐧 - Domain-specific fine-tuning of open-source LLMs and SLMs with zero infrastructure. Specialized tuning agents deliver sovereign models trained on your data. Supports Qwen, Llama, DeepSeek, Mistral, Gemma 1B-72B. LoRA, QLoRA, full fine-tuning. Cost estimation, model management, S3 export. - [Chunkydotdev/bldbl-mcp](https://github.com/chunkydotdev/bldbl-mcp) 📇 ☁️ 🍎 🪟 🐧 - Official MCP server for Buildable AI-powered development platform [bldbl.dev](https://bldbl.dev). Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects. - [CircleCI/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) 📇 ☁️ Enable AI Agents to fix build failures from CircleCI. - [cjo4m06/mcp-shrimp-task-manager](https://github.com/cjo4m06/mcp-shrimp-task-manager) 📇 ☁️ 🏠 – A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management. [ShrimpTaskManager](https://cjo4m06.github.io/mcp-shrimp-task-manager)