mcp — independent software & tools
-
mcp-dataset-manager
Self-hosted platform to upload Excel/CSV, query with SQL via DuckDB, and let Claude analyze your data through a built-in MCP bridge. Vietnamese header normalization included
-
Opptrix
Opptrix — 大模型驱动的投研助手 | Open-source LLM research assistant for China A-shares. 40+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.
-
spyc
A Rust TUI file commander where the AI agent in the side pane can query the file commander itself
-
trustabl-action
GitHub Action that runs trustabl — static reliability/safety analyzer for AI agent SDKs (Claude, OpenAI, Google ADK, MCP). Gates CI on risk + severity.
-
auxly-memory-cli
A local-first, file-based memory CLI for AI tools. Own your context in plain Markdown — auditable, versionable, and provider-agnostic.
-
nothumansearch
Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin). MCP server, REST API, full-text search. 8,000+ indexed sites.
-
claudegram
Connect your personal Telegram account to Claude Code using the MTProto protocol instead of the Bot API.
-
uv-agent
Experimental coding agent with an ANSI-first terminal TUI and a single run_python action surface.
-
obsidian-memory-kit
An operational prompt that lets an agent set up persistent, cross-device memory for itself using Obsidian MCP and a private GitHub vault on Windows.
-
voidly-pay
Off-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-release escrow. https://voidly.ai/pay
-
Yggdrasil
Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.
-
power-framework
P.O.W.E.R. - Hybrid Knowledge Management Framework (P.A.R.A. + OKF Overlay + LLM-Wiki + Execution Rules)
-
quilt
Tracks which agent wrote which lines when multiple AI agents share one Git checkout.
-
promptlane
PromptLane local-first prompt improvement workspace for Codex, Claude Code, and long-running coding-agent work.
-
runyard
Runyard: self-hosted control plane for agent runs
-
tela
Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text search. Go + PostgreSQL + React/Milkdown.
-
zclassic
ZClassic full node in one ~15 MB pure-C23 binary — Equihash 200,9 PoW, Sapling shielded transactions, embedded Tor onion service, block explorer, wallet, and an MCP server for AI-native operation
-
add-mcp
Add MCP servers to your favorite coding agents with a single command.
-
agent-install
Install SKILL.md files, MCP servers, and AGENTS.md guidance for any coding agent. Ships both a Node API and a CLI.
-
agent-recall-core
Core memory palace engine for AgentRecall
-
@agfpd/mergemind-mcp
MergeMind MCP server — read-only доступ к общей памяти команды агентов (markdown vault с гибридным поиском BM25 + vector + rerank). Запускается через `npx -y @agfpd/mergemind-mcp@latest` из .mcp.json плагина MergeMind (gh-репо agfpd/MergeMind).
-
agnost
Analytics SDK for Model Context Protocol Servers
-
ai
AI SDK by Vercel - build apps like ChatGPT, Claude, Gemini, and more with a single interface for any model using the Vercel AI Gateway or go direct to OpenAI, Anthropic, Google, or any other model provider.
-
@ai-productivity-tracker/cli
Standalone AI productivity tracking toolkit. One npm package: daemon + stdio MCP + Cursor/Claude hook + browser dashboard.
-
ai-rulez
Complete AI development workflow for 19+ tools. Ships with builtin rules, agents, and conventions. Generate native configs for Claude, Cursor, Copilot, Windsurf, Gemini, Codex and more from a single source.
-
@aifinpay/agent
Unified agent-economy SDK for autonomous AI agents — chain-opaque AiFinPayAgent surface (call/openSession/balance/verify) over Polygon and Solana execution environments.
-
@andespindola/brainlink
Local-first knowledge memory for agents with Markdown, backlinks, indexing and context retrieval.
-
@assistant-ui/react
Open-source TypeScript/React library for building production-grade AI chat experiences
-
@azure/mcp
Azure MCP Server - Model Context Protocol implementation for Azure
-
@benborla29/mcp-server-mysql
MCP server for interacting with MySQL databases with write operations support
-
@bike4mind/cli
Interactive CLI tool for Bike4Mind with ReAct agents
-
@bitbonsai/mcpvault
Universal AI bridge for Obsidian vaults - connect any MCP-compatible assistant
-
@blaxel/core
Blaxel Core SDK for TypeScript
-
@cemised/cognitive-memory
An autonomous graph-vector memory engine powered by SQLite and Ollama.
-
@chamba/mcp
chamba MCP server — orchestration, workspace, worktree and Obsidian tools for any MCP-capable editor
-
claude-autopm
Autonomous Project Management Framework for Claude Code - Advanced AI-powered development automation
-
@claude-flow/cli
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
-
@claude-flow/mcp
Standalone MCP (Model Context Protocol) server - stdio/http/websocket transports, connection pooling, tool registry
-
claude-mem
Memory compression system for Claude Code - persist context across sessions
-
clavue
Clavue: execution-first AI coding CLI with direct repo tools, provider routing, native workflows, MCP integration, and long-session recovery
-
@clerk/mcp-tools
Tools for writing MCP clients and servers without pain
-
cline
Autonomous coding agent CLI - capable of creating/editing files, running commands, using the browser, and more
-
context-mode
MCP plugin that saves 98% of your context window. Works with Claude Code, Gemini CLI, VS Code Copilot, OpenCode, and Codex CLI. Sandboxed code execution, FTS5 knowledge base, and intent-driven search.
-
contextl
contextl — finds the most relevant files in your codebase for any change request. MCP server for AI coding agents.
-
contextspin
Replace Claude Code spinner/statusline text with live org context (meetings, Slack, CI, incidents, PRs) aggregated from your existing MCP servers, CLIs, and HTTP endpoints.
-
@copilotkit/aimock
Mock infrastructure for AI application testing — LLM APIs, image generation, image editing, text-to-speech, transcription, audio translation, audio generation, video generation, embeddings, MCP tools, A2A agents, AG-UI event streams, vector databases, sea
-
@copilotkit/pathfinder
The knowledge server for AI agents — index docs, code, Notion, Slack, and Discord into searchable, agent-accessible knowledge via MCP. Supports OpenAI, Ollama, and local transformers.js embeddings.
-
@creator-notes/cnotes
CLI for CreatorNotes — create notes, build canvases, search knowledge from the terminal
-
ctx7
Context7 CLI - Fetch documentation context and configure Context7
-
daedalus-cli
Local-first AI coding CLI with embedded model router, multi-agent orchestration, and codebase indexing
-
@davesheffer/hunch
Architectural Conformance for AI-generated code: a git-native graph that deterministically blocks AI changes which break your architecture — the semantic invariants (layering, must-reach, dependency direction) pattern-SAST can't express — grounded in the
-
@djolex999/vir-cli
An LLM Wiki for Claude Code, in your Obsidian vault.
-
@drawio/mcp
Official draw.io MCP server for LLMs - Open diagrams in draw.io editor
-
easy-notion-mcp
Token-efficient, markdown-first Notion MCP server — agents write markdown, never touch raw Notion JSON
-
@eslint/mcp
MCP server for ESLint
-
eve
Filesystem-first framework for durable backend AI agents that run anywhere.
-
exa-mcp-server
A Model Context Protocol server with Exa for web search and web crawling. Provides real-time web searches with configurable tool selection, allowing users to enable or disable specific search capabilities. Supports customizable result counts, live crawlin
-
figma-developer-mcp
Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.
-
firecrawl-mcp
MCP server for Firecrawl — search, scrape, and interact with the web. Supports both cloud and self-hosted instances. Features include web search, scraping, page interaction, batch processing, and LLM-powered content analysis.
-
fivocell
FIVO Cell — Permanent Developer Memory. Learns how you think, build, fail, and grow.