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GitHub
MCP Server·2024
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MCP Atlassian

sooperset·Lunit

Bridges AI assistants to Jira and Confluence via the Model Context Protocol, exposing ~72 tools for JQL search, issue/page CRUD, status transitions, and comments. Supports Cloud and Server/Data Center with API-token, PAT, or OAuth 2.0 auth.

#mcp#mcp-server#github#ai-tools
GitHub
MCP Server·2024
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mcp-server-browserbase

Browserbase, Inc.

Exposes a managed cloud browser to an LLM as MCP tools, letting an agent open sessions, navigate, click, read page elements, and pull data from live websites. Built on Stagehand, so steps are written in plain language, not brittle CSS selectors.

#mcp#mcp-server#gemini#ai-serving#ai-api+3
GitHub
MCP Server·2024
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Supabase MCP Server

supabase-community·Supabase

Connects an AI agent to a Supabase project over MCP to run SQL, manage tables and migrations, deploy Edge Functions, fetch keys and types, and read logs. Read-only mode and project scoping cap what the agent can touch.

#mcp#mcp-server#postgres#gitHub#nodejs+1
GitHub
AI Infra·2024
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airweave

airweave-ai·Airweave

Connects AI agents to 50+ apps and databases — Notion, Slack, Salesforce, GitHub, Jira — then continuously syncs and indexes their data behind one search API, with auth, ingestion, and retrieval exposed via MCP, REST, and SDKs.

#RAG#embeddings#ai-api#ai-development#python+3
GitHub
MCP Client·2025
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Fli

punitarani

Provides programmatic access to Google Flights via a Python library, CLI, and an MCP server — enabling assistants and apps to search flights with filters (time windows, cabin, stops, airlines) by reverse‑engineered API rather than HTML scraping.

#mcp#mcp-server#mcp-client#ai-api#python+2
GitHub
MCP Server·2025
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UltraRAG

OpenBMB, THUNLP (Tsinghua NLP) +2·OpenBMB, Tsinghua University NLP Lab (THUNLP) +2

Wires retrievers, rerankers, and generators as standalone MCP servers orchestrated in YAML, so iterative RAG logic fits in dozens of lines instead of glue code. Adds loops, conditional branches, one-command web UIs, and shared evaluation benchmarks.

#mcp#mcp-server#mcp-client#RAG#llm+5
AI Agent·2025
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fast-agent documentation

evalstate·llmindset

MCP-native agent framework built around the Model Context Protocol from the start, with end-to-end tested Sampling and Elicitation. Define agents and multi-step workflows in Python, run terminal-first, and swap Anthropic, Google or local models.

#ai-agent#mcp-server#agent-skills#llm#cli+3
GitHub
AI Agent·2025
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UI-TARS Desktop

ByteDance

Drives your computer from natural language: a vision-language model reads raw screenshots and works the mouse and keyboard like a person, controlling any GUI app without APIs or accessibility hooks. Local or remote operator modes on Windows and macOS.

#bytedance#github#ai-agent#vision#LLM+7
GitHub
AI Agent·2025
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Cloudflare Agents

Cloudflare

Runs stateful AI agents as Cloudflare Durable Objects — each keeps its own storage and lifecycle, hibernating when idle and waking on demand. Adds WebSocket state sync, type-safe RPC, resumable LLM streaming, MCP roles, and durable workflows.

#ai-agent#mcp#mcp-server#ai-workflow#ai-client+5
GitHub
MCP Server·2025
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Vexa

Vexa-ai

Runs a self-hosted meeting bot and transcription API that joins Google Meet, Teams and Zoom and streams speaker-attributed transcripts in real time. Compiles meetings into a git-backed Markdown workspace and runs sandboxed agents on your infrastructure; Apache-2.0 and air-gap capable.

#stt#mcp-server#ai-agent#ai-api#chatbot+8
GitHub
AI Client·2025
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Local Deep Research

LearningCircuit

Performs automated, citation-backed deep research across web, arXiv, PubMed and your private documents using configurable local or cloud LLMs. Runs locally with per-user SQLCipher encryption, Docker/pip installs, LangChain integrations, and an MCP server for assistant integration.

#ollama#mcp-server#privacy#docker#embeddings+5
GitHub
MCP Server·2025
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Framelink MCP for Figma

GLips (Framelink)·Framelink

Feeds simplified Figma layout and style metadata to AI coding agents like Cursor and Claude Code to implement designs in one shot. Sends descriptive JSON (1px border, 16px padding) rather than code, leaving framework choices to the model.

#mcp#mcp-server#cursor#ai-coding#nodejs+2
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