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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.

Canli Fundamentals arhancanli MCP server Feeds your AI assistant company fundamentals from SEC filings the way they stood when published, restatements included. CX Codex +1 ★ 5repo stars Engageable Analytics engageable-tech MCP server One MCP server in place of three integrations: your agent pulls numbers from GA4, Mixpanel and PostHog and runs the analysis itself. CX Codex +1 ★ 1repo stars Research Scan Synectic-Research MCP server Pulls 5–10 recent papers that fit a research question and checks every DOI against the live record. Useful when a decision needs literature behind it. CX Codex +1 ★ 1repo stars FormLM formlm MCP server Lets an AI agent create forms, scored quizzes and reports on the FormLM platform from the terminal, with no web UI involved. CX Codex +1 ★ 1repo stars mcp SiftingIO MCP server Wires SiftingIO market data into your assistant: live prices, OHLCV bars, SEC fundamentals, 13F holdings and an economic calendar. CX Codex +1 ★ 1repo stars musterd musterd-io MCP server Joins an agent to named teams of people and agents over MCP. Useful when you need to see who did the work and who accepted it. CX Codex +1 ★ 1repo stars LinkLore linklore MCP server Structured memory for AI agents: decisions, pitfalls and specs get recorded as the agent works, then surface next session with code context attached. CX Codex +1 ★ 1repo stars Arcaeon Arcaeon-io MCP server Keeps a log of what your agent did and checks it in one command. Useful when you have to show the history was not edited. CX Codex +1 ★ 1repo stars Laguarde FuturPanda MCP server A self-hosted server that keeps your team's engineering rules and checks agent actions against them. Useful when an agent should ask before touching anything risky. CX Codex +1 ★ 1repo stars shyn shyn-labs MCP server A local memory layer for the Mac that records screen text, calls and notes, then lets your AI answer from your own history. Apple Silicon only. CX Codex +1 ★ 1repo stars Voyagier Voyagier-Travel MCP server Wires your agent into Voyagier so it can search flights, hotels and activities, price a trip and book it from the terminal. CX Codex +1 ★ 1repo stars Servicialo MCP Server servicialo MCP server Gives an AI agent access to the Servicialo protocol: find a provider, book a session, confirm it, settle payment. Useful when the agent has to run real appointments, not just write code. CX Codex +1 ★ 1repo stars mcp phototology-ai MCP server Persistent memory for visual work: a photo gets analyzed once, then every later lookup on it is free. Useful when an agent reads the same image twice. CX Codex +1 ★ 1repo stars Maplith Bridge Maplith MCP server Serves one folder of data files over MCP behind a token, and can fill it from PostgreSQL under a read-only role. Your database password stays put. CX Codex +1 ★ 1repo stars JidoSeal Jidoseal MCP server A local MCP server reads the YAML frontmatter of every *.md in a folder, names the knowledge base tier, and lists the fields each file still needs. CX Codex +1 ★ 1repo stars casemargin-mcp-server Casemargin MCP server Turns a support thread into a structured case brief and scores how ready a ticket is for L2 escalation. Handy when cases change hands. CX Codex +1 ★ 1repo stars Central Bank Rates (AllRatesToday) AllRates-Today MCP server An MCP server that hands your agent official central-bank and tax-authority rates. Useful when you need a rate with its publication date, not a market quote. CX Codex +1 ★ 1repo stars Massdriver massdriver-cloud MCP server An MCP server for the Massdriver platform: your assistant gets tools for projects, environments, deployments and policies. CX Codex +1 ★ 1repo stars ZendIQ ZendIQ MCP server Lets an agent screen a Solana token and get a swap verdict before signing. Useful when a bot trades on mainnet and has to filter risky mints. CX Codex +1 ★ 1repo stars Tokonomix Council TokonoMix MCP server Runs one question past several models, then has an outside judge turn their findings into a single answer. Useful when a call is too costly to leave to one model. CX Codex +1 ★ 1repo stars Lithtrix — Identity, Memory & Trust for AI Agents lithtrix MCP server Gives an agent self-registration, an Ed25519 passport, shared memory and web search behind one ltx_ key. CX Codex +1 ★ 1repo stars Elicitly elicitly MCP server A local MCP server that lets an agent ask the human: a confirmation, a form built from your JSON schema, an inline template. It also checks host support. CX Codex +1 ★ 1repo stars server CallMCP MCP server A single MCP server exposing 14 tools for calls, SMS, recordings and numbers. Swap the backend, keep your agent code. CX Codex +1 ★ 1repo stars Partle rubenayla MCP server Hooks the Partle marketplace into your assistant: find nearby stores and products, pull prices and purchase links, or publish a listing on someone's behalf. CX Codex +1 ★ 1repo stars RegAI Legal MCP (Taiwan) RegAI-tw MCP server Gives your assistant Taiwan's statutes and apex-court decisions: article text, law outlines, rulings. Read-only. CX Codex +1 ★ 1repo stars Upstream.so upstream-so MCP server A remote MCP server for the Upstream.so cloud streaming platform. It lets an assistant start broadcasts, edit playback queues and plan schedules. CX Codex +1 ★ 1repo stars @imqueue imqueue MCP server Lets your coding agent read the @imqueue docs and generate typed services and clients. Useful when the code has to follow the framework instead of guessing at its API. CX Codex +1 ★ 1repo stars TAG IT Verify TAG-IT-NETWORK MCP server An MCP server that answers questions about the lifecycle and origin of physical goods carrying NFC tags. Handy when your agent needs network data mid-conversation. CX Codex +1 ★ 1repo stars VISEON Ask VISEONIO MCP server Wires a governed Schema.org knowledge graph into your agent: products, services, people, FAQs and terms from viseon.io. CX Codex +1 ★ 1repo stars Stunt Double stunt-double MCP server Runs AI personas through your web app's user journeys and reports where people get stuck, before real users hit the same wall. CX Codex +1 ★ 1repo stars sentinel rootstuff MCP server A hosted MCP server for uptime, SSL, DNS and domain-expiry monitoring. Ask your assistant about client sites instead of opening the dashboard. CX Codex +1 ★ 1repo stars InternetData internetdata MCP server Lets an agent browse InternetData's IP and ASN databases: which ones your organization is licensed for, what a database holds, and its digests. CX Codex +1 ★ 1repo stars capacitor-mcp capawesome-team MCP server Feeds your assistant current Capacitor documentation, the plugin list and Ionic blog posts. Useful when the agent keeps inventing plugin APIs and CLI flags. CX Codex +1 ★ 1repo stars StoriesIG Instagram MCP Server storiesig-info MCP server A hosted MCP server that lets your agent read public Instagram profiles, posts, reels, stories and highlights without logging in. CX Codex +1 ★ 1repo stars Dhamma.Gift — Pāli Canon dhammagift MCP server Lets your agent search the Pāli Canon and read suttas with Russian and English translations. Handy when you need a citation or a passage by keyword. CX Codex +1 ★ 1repo stars Human For AI humanforai MCP server Lets your agent hand off work that code can't do: verify a place or price, test an app, review a draft. Operators reply within 12 hours. CX Codex +1 ★ 1repo stars datagokr — 공공데이터포털 검색을 더 쉽게 (find data.go.kr datasets easily) datagokr-dev MCP server Finds datasets on the data.go.kr portal from a plain-language description and shows columns and the first row without an API key. CX Codex +1 ★ 1repo stars aieph tryaieph MCP server A shared cache that answers an AI assistant's web lookup before it happens. On a miss the original search runs untouched. CX Codex +1 ★ 1repo stars Alloy Alloy-Systems MCP server Points your agent at the Alloy workspace so it reads team knowledge first, writes artifacts back, and can hand work to cloud agents. CX Codex +1 ★ 1repo stars XOOMAR market data xoomar-code MCP server Hands your agent 26 tools for US market data: SEC filings, insider activity, short interest, 13F, COT and Fed liquidity. No key required to start. CX Codex +1 ★ 1repo stars

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