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MCP servers for Agent setup: memory, context, orchestration

MCP servers for Agent setup: memory, context, orchestration: what each one does, an install command and example prompts.

Sounio Compiler Sounio-lang MCP server A local stdio MCP server for the Sounio language compiler to check types and build .sio binaries directly through AI agents. CX Codex +1 ★ 12repo stars MELRA XAGI-Lab MCP server A local execution layer that checks agent tool calls against policies and records verified receipts. CX Codex +1 ★ 12repo stars memex STiFLeR7 MCP server memex keeps an agent’s repository context aligned with code changes. It helps when edits, branches, or linked worktrees move in parallel. CX Codex +1 ★ 12repo stars interactive-leetcode-mcp SPerekrestova MCP server Wires LeetCode into your agent: fetch problems, step through hints, run sample tests locally, submit code. Handy when you grind interview prep inside the chat. CX Codex +1 ★ 12repo stars cli2mcp RonieNeubauer MCP server Exposes command-line binaries as Model Context Protocol tools by converting their --help output into JSON Schemas on startup. Useful for giving agents direct access to CLI utilities. CX Codex +1 ★ 12repo stars mcacp Oortonaut MCP server Connects MCP clients to ACP coding agents from one chat. Use it to run agents side by side, build handoffs, and resume saved sessions. CX Codex +1 ★ 12repo stars Toon Memory LuiggiVal08 MCP server Offline persistent memory for coding assistants. Keeps architectural choices and project conventions intact between sessions via MCP. CX Codex +1 ★ 12repo stars sigrok MCP Server KenosInc MCP server A bridge from your AI agent to sigrok-cli: find a connected logic analyzer, record a trace to a file, then decode protocols such as I2C, SPI or UART. CX Codex +1 ★ 12repo stars velocirag HaseebKhalid1507 MCP server A local RAG server that lets agents search indexed documents through MCP. It combines semantic, keyword, graph, and metadata retrieval. CX Codex +1 ★ 12repo stars claude-find Cavinooo MCP server Searches previous Claude Code dialogue logs using local Ollama embeddings and FTS5 to recover rationale and past decisions. CX Codex +1 ★ 12repo stars SchemaBrain Arun-kc MCP server SchemaBrain gives AI agents controlled, read-only access to a Postgres schema with PII checks and an audit trail. Use it for governed data queries. CX Codex +1 ★ 12repo stars Arc Free Skills ArcHelps MCP server A hundred skills for systems and hardware engineers: requirements review, interface checks, power and mass budgets, verification evidence. Runs as a local MCP server. CX Codex +1 ★ 12repo stars agents-party 1gr14 MCP server Creates a shared encrypted room where Claude Code, Cursor, and Codex talk directly without manual copy-pasting. CX Codex +1 ★ 12repo stars avalanche mericcintosun MCP server This MCP server lets an AI agent scaffold Avalanche dapps, deploy contracts, mint assets, and inspect chain state. CX Codex +1 ★ 12repo stars Workix facetoplace MCP server Wires an agent to the Workix catalog and a set of job boards: searching projects, roles, gigs and people, with results stored in a local database. CX Codex +1 ★ 12repo stars formio-uag formio MCP server formio-uag connects Form.io forms to an AI agent through MCP. It turns form schemas into readable context and supports structured data collection. CX Codex +1 ★ 12repo stars miru takara-ai MCP server Hybrid code search for AI coding agents. It finds relevant chunks by meaning, then hands the agent a path, line numbers and a snippet. CX Codex +1 ★ 12repo stars freehire strelov1 MCP server Searches the company-board catalogue and tracks applications from inside the chat. Handy when opening a browser for another vacancy feels like too much. CX Codex +1 ★ 12repo stars XMemo yonro MCP server Persists facts, decisions, and task lists across coding sessions through local stdio or hosted MCP endpoints. CX Codex +1 ★ 12repo stars cortex-gateway wellknownmcp MCP server Combines plain HTTP backends behind one OAuth 2.1 MCP endpoint with per-user permissions. Use it when separate connectors would create a fragmented tool surface. CX Codex +1 ★ 12repo stars NoClick noclickapp MCP server Links your assistant to the NoClick automation platform to build visual workflows, wire up background triggers, and orchestrate coding agents. CX Codex +1 ★ 12repo stars ChromaDB Remote MCP Server meloncafe MCP server A remote MCP server connects AI clients to ChromaDB over Streamable HTTP for semantic search and vector database operations. CX Codex +1 ★ 12repo stars Kagura Memory Cloud kagura-ai MCP server An MCP server with adaptive memory that builds a neural graph of connections and learns from every search your agent makes. CX Codex +1 ★ 12repo stars Engram: AI memory you can edit in Obsidian engram-app MCP server Engram gives AI agents shared Markdown memory that people can edit in Obsidian or the web app. It fits workflows that use several MCP clients. CX Codex +1 ★ 12repo stars Dreamwork dreamworkhq MCP server Gives your agent job listings, resume and cover-letter tailoring, application sending and recruiter reply tracking. Public listings work without an account. CX Codex +1 ★ 12repo stars FreshContext PrinceGabriel-lgtm MCP server An MCP server that discounts stale documents in retrieval workflows using publication dates. It stops agents from acting on outdated search snippets. CX Codex +1 ★ 12repo stars HeyLead — AI agent for LinkedIn outreach D4umak MCP server Finds people on LinkedIn, writes to them in your style, follows up and sorts replies. Works inside Claude, Cursor or any MCP client. CX Codex +1 ★ 12repo stars LLM Latency Tracker mazamaka MCP server Tracks regional TTFB, time to first token, and uptime for AI inference endpoints. It helps agents find the fastest available model provider. CX Codex +1 ★ 12repo stars THIRI Chord Intelligence BluesPrince MCP server Computes exact music theory, voicings, and reharmonizations for coding agents. Useful whenever your assistant needs reliable chord logic without LLM hallucinations. CX Codex +1 ★ 12repo stars Frihet ERP Frihet-io MCP server Lets an AI client work with Frihet for invoices, expenses, tax workflows, and banking data. Useful when ERP tasks need to run from an IDE. CX Codex +1 ★ 12repo stars mcp balldontlie-api MCP server A remote MCP server for the BALLDONTLIE sports API: your agent gets per-league tools covering basketball, football, hockey, racing and esports. CX Codex +1 ★ 12repo stars oss-autopilot costajohnt MCP server An MCP server for contributing to other people's open source repos: it watches pull requests, hunts for issues and reads CI failures. CX Codex +1 ★ 23repo stars LLM CLI Gateway verivus-oss MCP server A single MCP server that lets Claude Code, Codex, Cursor and other clients run local AI coding agents. Long jobs survive disconnects and are collected later. CX Codex +1 ★ 16repo stars Yarr MCP dinglebear-ai MCP server Connects self-hosted media services like Sonarr, Radarr, and Plex to AI agents through a unified MCP and CLI layer. CX Codex +1 ★ 16repo stars pyobfus-mcp zhurong2020 MCP server Hands your agent nine pyobfus tools: risk scanning, config generation, obfuscation with a self-check, and traceback decoding. Useful when Python code leaves your machine. CX Codex +1 ★ 11repo stars Yueying – Let AI watch videos vsh5dvsch7-png MCP server Yueying lets an AI client inspect local videos and supported URLs, returning timestamped transcripts, keyframes, and contact sheets. It fits lecture and demo analysis. CX Codex +1 ★ 11repo stars Deskwright tristanmuzzu MCP server Hands an agent a real GNOME Wayland desktop: launching apps, clicking, typing, window handling and screen recording. A hidden virtual monitor keeps your focus intact. CX Codex +1 ★ 11repo stars scopeblind-mcp tomjwxf MCP server Security proxy for stdio MCP servers. It logs tool calls in shadow mode and blocks unauthorized actions under local policies. CX Codex +1 ★ 11repo stars ai-visibility sharozdawa MCP server Tracks how Claude, Perplexity, Claude and Gemini mention a brand: how often, where, and in what tone. Useful when you need a read on AI answer visibility. CX Codex +1 ★ 11repo stars Local Coding Agent pvnc228 MCP server Hands narrow coding jobs to a model running on your own machine. A patch lands only after a real test run confirms it. CX Codex +1 ★ 11repo stars

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