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Search MCP servers and agent skills by name, description, category or topic — 99 results.

Agent Skill Active

NVIDIA/Megatron-Bridge/adding-model-support

Guide for adding support for new LLM or VLM models in Megatron-Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/build-and-dependency

Dev environment setup for Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, and common build...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/bump-dependency

Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, and drive it to green by attaching a watchdog to the "CICD NeMo" workflow...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/cicd

CI/CD reference for Megatron Bridge — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/linting-and-formatting

Code style and quality rules for Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, and the code review check...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/mlm-bridge-training

Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/multi-node-slurm

Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/nemo-rl-e2e-testing

External NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron poli...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/parity-testing

Structured framework for verifying numerical parity of HFMCore weight conversions.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-activation-recompute

Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-cpu-offloading

Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-cuda-graphs

Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-expert-parallel-overlap

Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-hierarchical-context-parallel

Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-megatron-fsdp

Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-memory-tuning

Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-comm-overlap

MoE expert-parallel communication overlap in Megatron Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-dispatcher-selection

Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-hardware-configs

Representative MoE training playbooks by hardware platform and model family.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-long-context

Long-context MoE training guidance for Megatron Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-optimization-workflow

Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-moe-vlm-training

Practical guidance for training MoE VLMs in Megatron Bridge.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-parallelism-strategies

Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-sequence-packing

Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/perf-tp-dp-comm-overlap

Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/recipe-recommender

Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/resiliency

Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption, and re-run state machine.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/testing

Testing reference for Megatron Bridge — unit and functional test layout, tier semantics (L0/L1/L2/flaky), script conventions, running tests locally, adding/moving/disabling tests,...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Bridge/verl-e2e-testing

External verl end-to-end validation workflow for Megatron-Bridge model/provider changes.

2.8k Python Updated today Score 84
MCP Server Official Active

longbridge/longbridge-mcp

Official Longbridge brokerage MCP — 110 tools for US/HK real-time quotes, options, trading, fundamentals, analyst ratings, calendars, price alerts, DCA plans, portfolio analytics and community sharelists. Hosted at `https://openapi.longbridge.com/mcp` with OAuth 2.1 via RFC 9728.

11 Rust Updated 3d ago Score 71
MCP Server Active

sshahzaiib/agy-bridge

Delegate heavy tasks from Claude Code (or any MCP client) to the Antigravity CLI (Gemini): file analysis, repo archaeology, web lookups, and adversarial second-opinion code reviews. Quota-aware model failover with cooldowns, per-tool timeouts, and multi-turn session continuity.

39 TypeScript Updated 28d ago Score 66
Agent Skill Active

more-io/apple-bridges

Native macOS app access — manage Apple Reminders, Calendar, Contacts, Notes, Mail, and tmux sessions via Swift CLI bridges

32 Swift Updated 29d ago Score 65
MCP Server Active

muend/arcgis-mcp-bridge

Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC, with worker-process isolation, PathGuard filesystem boundaries, and 100 geoprocessing tools.

11 Python Updated 2d ago Score 61
MCP Server Active

huj28-creator/wechat-fastbridge

Token-efficient macOS WeChat MCP server for verified chat reading, text/file/sticker sending, fuzzy safe routing, smart context retrieval, and allowlisted live monitoring without screenshots or private-protocol access.

7 JavaScript Updated 10d ago Score 59
MCP Server Active

dashi96/chromium-bridge

MCP server + Chrome extension that connects Claude Code to Chromium-based browsers (Arc, Vivaldi, Brave) where the official Claude in Chrome extension doesn't work — navigate, click, read pages, run JS, and record GIFs in the user's real browser.

5 JavaScript Updated 10d ago Score 58
MCP Server Active

zzhang82/Agent-Memory-Bridge

MCP-native, local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas, and domain knowledge.

4 Python Updated 3d ago Score 57
MCP Server Maintained

Neverlow512/agent-droid-bridge

MCP server giving AI agents programmatic control over Android devices and emulators via ADB. 11 tools covering UI inspection, screen interaction, ADB commands, and change detection.

21 Python Updated 1mo ago Score 56
MCP Server Active

MakeaMouse/fish-bridge-mcp

Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code, Cursor, and Gemini CLI without MCP server mode. Supports local/offline extraction via Ollama — no API key required.

2 Python Updated 2d ago Score 55
MCP Server Active

hampsterx/claude-mcp-bridge

Wraps Claude Code CLI as MCP tools (query, search, structured, sessions) with subscription-first auth, cost metadata, budget caps, and granular tool sandboxing.

6 TypeScript Updated yesterday Score 53
MCP Server Active

polsolbridge/solana-swap-api

Non-custodial crypto swap over MCP: Solana (Jupiter) + 7 EVM chains (KyberSwap), universal cross-chain router, Solana priority-fee oracle, and Hyperliquid perps. Returns unsigned transactions for your own wallet to sign — no API key, no KYC. Remote at https://swaptitan.net/mcp

0 JavaScript Updated 14d ago Score 50
MCP Server Stale

butterlatte-zhang/unity-ai-bridge

Remote-control Unity Editor from any AI IDE via file-based IPC — 62 tools across 13 categories, zero dependencies, supports Claude Code, Cursor, Copilot, Windsurf, Claude Desktop.

19 C# Updated 4mo ago Score 46
MCP Server Maintained

jaspertvdm/mcp-server-gemini-bridge

Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.

4 Dockerfile Updated 1mo ago Score 45
MCP Server Maintained

jaspertvdm/mcp-server-ollama-bridge

Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.

4 Dockerfile Updated 1mo ago Score 45
MCP Server Maintained

iprashantraj/mcp-discord-bridge

Discord MCP server with 46 tools for channels, messages, forums, webhooks, members, roles, threads, and moderation. Zero-install via `npx -y mcp-discord-bridge`. Also runs as a standalone bot with slash commands.

3 TypeScript Updated 2mo ago Score 44
MCP Server Stale

debridge-finance/debridge-mcp

Cross-chain swaps and bridging across EVM and Solana blockchains via the deBridge protocol. Enables AI agents to discover optimal routes, evaluate fees, and initiate non-custodial trades.

32 TypeScript Updated 4mo ago Score 43
MCP Server Maintained

jaspertvdm/mcp-server-openai-bridge

Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.

2 Dockerfile Updated 1mo ago Score 43
MCP Server Active

ugurcl/dbridge-mcp

Query SQLite, PostgreSQL, and MySQL in plain language — read-only by design, with column hiding/masking, row caps, per-query timeouts, cost-based rejection, and rate limiting.

1 TypeScript Updated 27d ago Score 43
MCP Server Stale

kenneives/design-token-bridge-mcp

Translates design tokens between platforms — extract from Tailwind, CSS, Figma, or W3C DTCG, then generate Material 3 (Kotlin), SwiftUI, Tailwind config, and CSS Variables with WCAG contrast validation.

5 TypeScript Updated 4mo ago Score 41
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