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qualityGenerates comprehensive and formatted release notes from GitHub repositories, efficiently organizing commits by type and including detailed statistics using smart API usage.
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"semantic-release" matching MCP servers:
- Apache 2.0
- -securityFlicense-qualityAn MCP server that provides GitHub release information through the Model Context Protocol. It features a tool to retrieve the latest stable release version of any specified GitHub repository.Last updated
- -securityAlicense-qualitySearch PR agencies, browse publications, buy press release distribution & media placements. Zero-config, no API key needed.Last updated25MIT
- AsecurityAlicenseCqualitySemantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.Last updated16122MIT
- -securityAlicense-qualityEnables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.Last updated1BSD 2-Clause "Simplified"
- -securityFlicense-qualityA Python MCP server that enables semantic search through Search Labs blog posts indexed in Elasticsearch, allowing Claude to intelligently retrieve relevant information from the blog content.Last updated3
- AsecurityFlicenseBqualityProvides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.Last updated62
- -securityAlicense-qualityEnables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.Last updated3MIT
- -securityFlicense-qualityA comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.Last updated7
- -securityFlicense-qualityEnables semantic search over local notes and documents using natural language queries. Supports multiple file types (Markdown, Python, HTML, JSON, CSV, text) with fast local embeddings and persistent ChromaDB vector storage.Last updated1
Semantic D1 MCPofficial
AsecurityAlicenseAqualityEnables AI-assisted analysis and optimization of Cloudflare D1 databases through comprehensive schema introspection, relationship mapping, validation, and optimization recommendations. Demonstrates semantic intent patterns with hexagonal architecture for maintainable database development workflows.Last updated42MIT- -securityAlicense-qualityA server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.Last updated11MIT
- AsecurityFlicenseBqualityThe official MCP server for Semantic Pen - an advanced AI article generator and SEO content writer. Create, manage, and optimize SEO-friendly articles directly from Claude Code and Cursor Windsurf with powerful AI automation.Last updated522
- -securityAlicense-qualityAn unofficial MCP server that provides semantic search capabilities for Hugging Face models and datasets, enabling Claude and other MCP-compatible clients to search, discover, and explore the Hugging Face ecosystem using natural language queries.Last updated20MIT
- AsecurityFlicenseDqualityEnables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.Last updated1
- AsecurityFlicenseAqualityA local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.Last updated32
- -securityAlicense-qualityLocal offline semantic search over documents (txt, md, pdf, docx, pptx, csv). Indexes folders into a LanceDB vector database with multilingual embeddings and supports hybrid vector + keyword search via Reciprocal Rank Fusion. No API keys, no cloud, no Docker required.Last updated26AGPL 3.0
- AsecurityAlicense-qualityReduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.Last updated131MIT
- AsecurityFlicenseBqualityA Model Context Protocol server that automatically generates structured release notes from Git repository tags, analyzing differences between tags and saving formatted Markdown output to the .iris directory.Last updated12
- AsecurityAlicenseAqualityEnables access to the Semantic Scholar Academic Graph API for searching and retrieving detailed information about academic papers, authors, citations, and references.Last updated113MIT
- AsecurityFlicenseAqualityA deterministic, network-free MCP server for validating repository release hygiene and version alignment in local projects. It enables automated repository health checks and generates standardized release checklists based on project state.Last updated1
- -securityFlicense-qualityEnables comprehensive academic research through the Semantic Scholar API, including paper search, author discovery, citation network analysis, and full-text access from arXiv and Wiley sources.Last updated4119
- -securityFlicense-qualityProvides tools for accessing the Semantic Scholar API to search papers, retrieve paper and author details, and fetch citations and references through the Model Context Protocol.Last updated63
- -securityFlicense-qualityProvides hybrid semantic and keyword code search for Claude Code using BM25 and vector retrieval. It enables indexing and searching local codebases with language-aware chunking and local embeddings.Last updated
- AsecurityAlicenseBqualityA server that consolidates 21+ Obsidian tools into 5 intelligent operations (vault, edit, view, workflow, system) with contextual workflow hints to help AI agents effectively interact with Obsidian.Last updated55235MIT
- -securityFlicense-qualityProvides a semantic gateway for AI agents to interact with the DataForge Product API, enabling the retrieval of projects, versions, measures, and dimensions. It features automated normalization and file-based caching to streamline access to DataForge metadata through the MCP protocol.Last updated
- -securityFlicense-qualityProvides a coherent memory layer for LLM agents that models beliefs as nodes in a constraint network to detect and surface semantic contradictions. It uses local embeddings and a hybrid geometric-logical energy model to identify conflicting information that requires review.Last updated
- AsecurityAlicenseAqualityManage the full Google Play Store release lifecycle directly — from uploading artifacts to managing testers, rollouts, and Android Vitals.Last updated162MIT
Bitrise MCP Serverofficial
-securityAlicense-qualityA server interface for Bitrise CI/CD platform that enables app management, build operations, artifact management, and release management through natural language interactions.Last updated37MIT- AsecurityFlicenseBqualityNatural language API discovery MCP server. Search 700+ API capabilities across 163 current providers, get, exact endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.Last updated3
- AsecurityAlicenseAqualityEnables semantic code search across local projects and Git repositories using AI embeddings with ChromaDB. Supports both OpenAI and local Ollama models for private, enterprise-ready code analysis and similar code discovery.Last updated43MIT
- AsecurityAlicenseAqualityA MCP server that bridges LLMs with GitHub repository management, enabling automated analysis of pull requests, issue management, tag creation, and release management through natural language.Last updated205Apache 2.0
- AsecurityFlicenseAqualityEnables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.Last updated3157
- -securityAlicense-qualityEnables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.Last updatedMIT
- -securityAlicense-qualityEnables compilation of Delphi (RAD Studio) Object Pascal projects through natural language commands. Supports automatic Debug/Release builds for Win32 and Win64 platforms using the native Delphi compiler toolchain.Last updated8MIT
- -securityFlicense-qualityAuto-generated MCP server that enables interaction with the Firebase App Distribution API, allowing users to manage distribution of pre-release app builds to testers through natural language commands.Last updated
- -securityFlicense-qualityEnables comprehensive management of Storyblok CMS through natural language interactions. Supports story creation and publishing, asset management, component schema updates, release workflows, and content discovery across all major Storyblok APIs.Last updated2
- -securityFlicense-qualityPredicts video game scores (0-100 scale, similar to Metacritic ratings) using machine learning based on game characteristics like price, release month, tags, genres, and platforms, trained on Steam game data.Last updated
- -securityFlicense-qualityEnables interaction with Azure DevOps through natural language in Cursor IDE. Supports work item management, pull requests, builds, releases, test management, and guided workflows for development teams, QA testers, and release management.Last updated1
- AsecurityFlicenseAqualityEnables AI agents to fundraise for projects on the Base chain using milestone-based escrow management. It allows agents to create proposals, track funding progress, and generate payment release requests upon completing work.Last updated63
meshledger-mcp-serverofficial
AsecurityAlicenseAqualityAI-to-AI economic marketplace with on-chain USDC escrow on Base L2. Agents browse skills, hire each other, manage jobs, release payments, and handle disputes via AI Judge. 15 MCP tools, reputation scoring.Last updated152MIT- -securityAlicense-qualityProvides up-to-date information for Rust and Slint development by fetching real-time data from GitHub repositories, including package search, UI components, release news, and development resources with automatic caching and refresh capabilities.Last updated1MIT
- AsecurityFlicenseAqualityProvides access to the endoflife.date API to query support and end-of-life information for thousands of software products. It enables users to retrieve detailed release schedules, lifecycle data, and product categories through natural language.Last updated7
- -securityFlicense-qualityEnables AI models to send plain text messages, formatted release announcements, and teaser previews to Discord channels using webhooks. It provides secure local webhook management and supports rich embeds with customizable styles for automated notifications.Last updated415
- AsecurityAlicenseBqualityEnables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.Last updated2022MIT
- AsecurityFlicense-qualityA local-first MCP server that enables intent-based searching across over 350 official Salesforce developer documents and release notes. It allows users to retrieve API references, code examples, and technical documentation directly through natural language queries.Last updated10
- -securityAlicense-qualityA production-grade MCP server offering modules for GitHub issue/PR triage, live website auditing, and automated release note generation. It provides robust security features like write-operation confirmation gates, rate limiting, and dual-read storage backends.Last updatedMIT
- -securityAlicense-qualityA production-ready MCP server scaffold that features built-in authentication, Docker support, and a comprehensive CI/CD release pipeline. It provides a standardized template for deploying servers with multi-transport support and configurable read-only modes.Last updatedMIT
- AsecurityFlicenseAqualityAn entertainment recommender MCP server that integrates with TMDB to help agents discover films and television shows based on genre, release year, and language. It also includes utilities for comparing multi-agent LLM responses and analyzing entertainment industry data.Last updated6