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Search MCP servers and agent skills by name, description, category or topic — 229 results.

Agent Skill Active

NVIDIA/Megatron-Core/onboard-gb200-1node-tests

Onboard 1-node GitHub MR functional tests for GB200 from existing mr-scoped 2-node tests.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Core/respond-to-issue

Research and draft a response to a GitHub issue or question from an external contributor.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/Megatron-Core/update-golden-values

Refresh golden values from a GitHub Actions workflow run (failing-only or all jobs), score the change with average normalized relative differences, and produce a PR-ready summary.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/NemoClaw/nemoclaw-contributor-create-pr

Create GitHub pull requests that follow the NemoClaw PR template.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/NemoClaw/nemoclaw-contributor-update-docs

Scan recent git commits for changes that affect user-facing behavior, then draft or update the corresponding documentation pages and refresh generated user skills for release prep.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/NemoClaw/nemoclaw-maintainer-find-review-pr

Finds open GitHub PRs with security and priority-high labels, links each to its issue, detects duplicates (multiple PRs fixing the same issue), and presents a table of review candi...

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/NemoClaw/nemoclaw-maintainer-normalize-title-tags

Normalizes GitHub issue and PR titles by removing any bracketed [NemoClaw] tag case-insensitively, even when the tag appears later in the title.

2.8k Python Updated today Score 84
Agent Skill Active

NVIDIA/NemoClaw/nemoclaw-maintainer-security-code-review

Performs a comprehensive security review of code changes in a GitHub PR or issue.

2.8k Python Updated today Score 84
Agent Skill Active

trailofbits/differential-review

Security-focused diff review with git history analysis

6.4k Python Updated today Score 83
MCP Server Active

bgauryy/octocode-mcp

AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in realtime.

902 TypeScript Updated 4d ago Score 80
MCP Server Active

mnemox-ai/idea-reality-mcp

Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints.

772 Python Updated 3d ago Score 79
MCP Server Active

sipyourdrink-ltd/bernstein

Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.

764 Python Updated today Score 79
Agent Skill Active

mcollina/skills

11 skills by Matteo Collina: Node.js, Fastify, TypeScript, OAuth, Git/GitHub, ESLint neostandard, documentation (Diataxis), Node.js core internals, skill optimizer, and more

1.9k TypeScript Updated 6d ago Score 78
MCP Server Active

riponcm/projectmem

Local-first memory and judgment layer for AI coding agents. Captures issues, failed attempts, fixes, and decisions in readable Markdown + JSONL, re-injects them into future sessions, and warns at git commit before you repeat a mistake. 14 tools, works with Claude, Cursor, Antigravity, and Codex.

361 Python Updated yesterday Score 76
MCP Server Active

Ikalus1988/MisakaNet

Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. BM25 + SAG-Lite search, 3 tools (search, get_lesson, submit_usage), 5 resources, 3 guided prompts. Works with Claude Code, Cursor, and any MCP client. `python3 scripts/mcp_server.py`

357 Python Updated today Score 76
MCP Server Maintained

dagger/container-use

Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and git branches. No conflicts, many experiments. Full execution history, terminal access to agent environments, git workflow. Any agent/model/infra stack.

3.9k Go Updated 1mo ago Score 74
MCP Server Active

KryptosAI/mcp-observatory

Regression testing for MCP servers. Auto-discovers servers from Claude configs, checks capabilities, invokes tools, detects schema drift between versions, and recommends new servers based on your environment. Works as both a CLI and an MCP server.

190 HTML Updated today Score 73
MCP Server Active

freema/openclaw-mcp

MCP server for [OpenClaw](https://github.com/openclaw/openclaw) AI assistant integration. Enables Claude to delegate tasks to OpenClaw agents with sync/async tools, OAuth 2.1 auth, and SSE transport for Claude.ai.

181 TypeScript Updated 6d ago Score 73
Agent Skill Active

browserbase/ui-test

Run adversarial UI tests by analyzing git diffs in a real browser

3.7k JavaScript Updated 2d ago Score 71
MCP Server Official Active

get-tmonier/argot

Guardrail that checks agent-written code against a repo's own git-history-learned patterns — flags foreign dependencies, reinvented functions, misplaced code, broken layering, and gamed tests. Exposes `voice_context` (the repo's familiar imports/idioms for a file, so agents write in-voice before generating), `check` (score a generated hunk against the repo's patterns), and `explain`. 100% local, n

12 Rust Updated today Score 71
Agent Skill Active

openai/gh-address-comments

Address review and issue comments on open GitHub PRs via CLI

24.4k Python Updated 18d ago Score 70
Agent Skill Active

openai/gh-fix-ci

Debug and fix failing GitHub Actions PR checks using log inspection

24.4k Python Updated 18d ago Score 70
Agent Skill Active

openai/render-deploy

Deploy applications to Render's cloud platform using Git-backed services

24.4k Python Updated 18d ago Score 70
Agent Skill Active

openai/yeet

Stage, commit, push code, and open a GitHub pull request via CLI

24.4k Python Updated 18d ago Score 70
Agent Skill Active

testmu-ai/cicd-pipeline-skill

Generate CI/CD pipelines for tests on GitHub Actions, Jenkins, GitLab CI, and Azure DevOps

341 Python Updated 8d ago Score 70
MCP Server Active

PhpCodeArcheology/PhpCodeArcheology

PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer.

86 PHP Updated today Score 69
MCP Server Active

NameetP/pdfmux

PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.

78 Python Updated 3d ago Score 69
MCP Server Active

dnotitia/akb

Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph. Hybrid semantic + BM25 search, Git-backed version history, multi-tenant ACL with public-share links. Works with Claude Code, Cursor, Windsurf via `npx akb-mcp`.

74 Python Updated today Score 69
Agent Skill Active

fvadicamo/dev-agent-skills

Git and GitHub workflow skills for commits, PRs, and code reviews

69 Shell Updated 2d ago Score 68
MCP Server Active

kastelldev/kastell

Server security auditing and hardening toolkit. 413 security checks across 29 categories (SSH, Firewall, Docker, TLS, HTTP Headers), CIS/PCI-DSS/HIPAA compliance mapping, 19-step production hardening, fleet management, and forensic evidence collection. Supports Hetzner, DigitalOcean, Vultr, and Linode. 13 MCP tools.

56 TypeScript Updated 4d ago Score 68
Agent Skill Active

coderabbitai/autofix

Fetch unresolved CodeRabbit review comments from GitHub PRs and apply fixes

143 Updated 11d ago Score 67
MCP Server Active

rosenvladimirov/odoo-claude-mcp

Self-hosted MCP server suite for Odoo ERP (versions 15-19). 197+ tools across 8 federated MCP servers (odoo-rpc, GitHub, Portainer, OCA, Teams, filesystem). Multi-tenant Claude/Claude Code integration, browser-based xterm.js + tmux terminal, Qdrant + Ollama memory layer, Bulgaria localization (НАП, ДДС, ЕИК). Docker Compose + K3s/Kustomize deployment.

45 HTML Updated 7d ago Score 67
MCP Server Active

zcag/tela

Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic search, backlink traversal). Plus Atlas, which auto-generates a cited, coverage-checked wiki from your git repos and Jira. Go + Postgres. `npx tela-mcp`

44 Go Updated today Score 67
MCP Server Stale

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)

2.1k JavaScript Updated 11mo ago Score 66
MCP Server Active

Synvoya/codeinspectus

Local-first, zero-egress security scanner for AI-generated / "vibe-coded" JS/TS. Bundles Opengrep, Gitleaks & Trivy behind one CWE-keyed schema and adds AI-code-specific checks (client-side secret exposure, Supabase RLS, prompt-injection & LLM-output XSS sinks). No account, no telemetry.

36 TypeScript Updated 2d ago Score 66
MCP Server Active

kage-core/Kage

Verified, git-native memory for coding agents. Memory is plain JSON packets committed in your repo, each checked against the code it cites — hallucinated citations rejected at write, stale or changed memory withheld at recall, plus diff-time stale-catch. Local-only (BM25 + vectors), no account, no API key. `npx -y @kage-core/kage-graph-mcp install`

31 TypeScript Updated 4d ago Score 65
MCP Server Active

Perseus-Computing-LLC/perseus

Local-first live context engine and MCP server. Pre-resolves git, services, tests, and memory into a ready context briefing at session start (compile-before-context). MIT, PyPI: perseus-ctx.

29 Python Updated today Score 65
MCP Server Active

kitao/pyxel-mcp

MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabling AI to run, capture screenshots, inspect sprites, and analyze audio of Pyxel games.

24 Python Updated 17d ago Score 64
MCP Server Active

kerbelp/metatron

Self-hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git history and developer feedback, serving them to coding agents to ensure local project standards are followed.

23 Python Updated 3d ago Score 64
MCP Server Maintained

hloiseaufcms/mcp-gopls

A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

96 Go Updated 1mo ago Score 63
MCP Server Active

JinNing6/Noosphere

Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe, soul imprint authentication, and automated content moderation via CI/CD.

18 Python Updated yesterday Score 63
MCP Server Active

knaisoma/data-olympus

Governance-grade project knowledge MCP server for coding agents. Git-native Markdown knowledge base with proposed vs accepted guidance, validity windows, supersession chains, and status-aware retrieval of current in-force decisions and standards. `pip install data-olympus`

18 Python Updated today Score 63
MCP Server Official Active

forcedreamai/forcedream-mcp

Discover, invoke, and cryptographically verify AI agents on a paid agent marketplace. 13 tools spanning code generation (6-module engineering verification), security scanning (OSV.dev + GitGuardian), and lead scoring (8 real sources). Every result is Ed25519-signed and independently verifiable -- no trust in the platform required. Install: `npx -y @forcedream/mcp-server`.

1 TypeScript Updated 2d ago Score 63
MCP Server Official Active

alexar76/aimarket-mcp

SSRF-hardened web gateway MCP** — `web_fetch`, `web_search`, `metis_verify`; one audited security core for Metis, ARGUS, and the ecosystem. stdio + optional HTTP · Python · [Glama](https://glama.ai/mcp/servers/alexar76/aimarket-mcp) · Registry `io.github.alexar76/aimarket-mcp`.

1 Python Updated today Score 63
MCP Server Active

paladini/mcp-me

Digital identity layer for AI — your bio, career, skills, interests, and projects always available to every AI tool. Auto-generates profile from 342+ public APIs (GitHub, Medium, Strava, Goodreads, etc.), 13 real-time plugins (Spotify, Last.fm, Steam), YAML-based profiles with privacy-first local storage. Works with Claude Desktop, Cursor, Windsurf, and any MCP client.

16 TypeScript Updated 9d ago Score 62
MCP Server Active

hjqcan/GoodMemory

Local-first, auditable memory layer for Codex, Claude Code, and MCP clients. Stores scoped user/project memory in SQLite or Postgres, exposes read-only recall, trace, stats, and artifact tools by default, and supports opt-in governed writeback with review, forget, and audit controls. Published as `io.github.hjqcan/goodmemory` in the official MCP Registry.

14 TypeScript Updated yesterday Score 62
MCP Server Active

Embassy-of-the-Free-Mind/sourcelibrary-v2

Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations from [Source Library](https://sourcelibrary.org)

13 TypeScript Updated today Score 61
MCP Server Active

Wynelson94/longhand

Persistent local memory for Claude Code. Indexes every session JSONL verbatim into SQLite + ChromaDB for semantic recall (~126ms) across your entire history. Never summarizes, zero API calls, 17 MCP tools including fuzzy `recall`, deterministic `replay_file`, and git-aware `recall_project_status`. Published on PyPI as `longhand` and registered in the MCP Registry.

12 Python Updated 8d ago Score 61
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