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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.

agent-knowledge keshrath MCP server agent-knowledge carries project knowledge across sessions and searches earlier agent transcripts. It fits workflows where decisions and context must persist. CX Codex +1 ★ 18repo stars brilliant-directories-mcp brilliantdirectories MCP server An MCP server that lets an AI agent work with your Brilliant Directories site: members, posts, leads, reviews, pages and forms over the REST API. CX Codex +1 ★ 18repo stars Noosphere JinNing6 MCP server Hooks a coding agent up to a live registry of reviewed engineering skills, so it can match a real failure, verify the artifact and apply it. CX Codex +1 ★ 18repo stars Ethereum Wallet Generator nirholas MCP server This MCP server creates Ethereum wallets, restores them from seed phrases or keys, and derives HD accounts. Use it when an AI agent needs wallet operations. CX Codex +1 ★ 28repo stars Post Bridge post-bridge-hq MCP server Post Bridge lets an AI agent schedule and publish content across ten social platforms. It also handles media uploads, account management, and analytics through MCP. CX Codex +1 ★ 17repo stars BioMCP-TS yeyuan98 MCP server Gives an agent tools for genes, variants, clinical trials, literature and patents. Useful when a medical lookup has to happen inside the editor. CX Codex +1 ★ 12repo stars SearXNG HTTP MCP whw23 MCP server An MCP server that brings SearXNG into your coding agent: 200+ engines, 30+ categories, autocomplete. Ships as a Docker image or runs through uvx. CX Codex +1 ★ 12repo stars Aletheia Runtime Safety & Scope Creep Filter vikasny30 MCP server Inspects agent commands on the fly, stopping unauthorized file wipes, credential snooping, and rogue SQL calls before execution takes place. CX Codex +1 ★ 12repo stars pindoc var-gg MCP server pindoc stores agent findings as typed, code-linked project records. Use it when a team needs reusable context across AI coding sessions. CX Codex +1 ★ 12repo stars Iconoteka iconoteka MCP server Gives your assistant a catalog of 1,400 icons across 7 weights and 2 styles, and hands back real SVG markup instead of a guessed path. CX Codex +1 ★ 12repo stars sqlite-graph-memory tonydzi MCP server Gives coding agents associative long-term memory over markdown notes. It pairs dense vector retrieval with existing [[wikilinks]] using SQLite and zero external graph databases. CX Codex +1 ★ 12repo stars vex tenatarika MCP server Local code search for coding agents: symbol lookup, callers, AST patterns and semantic matches. Useful when an agent gets lost in a large repo. CX Codex +1 ★ 12repo stars starlog starloghq MCP server Checks packages before an agent uses them, covering vulnerabilities, licensing, and maintenance. Useful when dependency choices need current facts. CX Codex +1 ★ 12repo stars Federal Compass MCP skivuha MCP server Wires USAJobs into your AI agent so it can search federal openings, decode the legalese in postings and work out GS pay. CX Codex +1 ★ 12repo stars Silica simaanc MCP server Connects AI coding agents to an EDA hardware toolchain. It automates RTL verification, simulation, and board programming while returning structured diagnostics. CX Codex +1 ★ 12repo stars meta-api-mcp-server savhascelik MCP server Turns outside HTTP APIs into callable tools for an AI assistant, driven by a JSON file or a Postman collection. Handy when the agent needs live data from another service. CX Codex +1 ★ 12repo stars Prolog Reasoner rikarazome MCP server Connects an SWI-Prolog solver to your coding assistant. Handles combinatorial search, constraint satisfaction, and multi-step inference. CX Codex +1 ★ 12repo stars Lingua Universale MCP Server rafapra3008 MCP server An MCP server that checks how your AI agents talk to each other, with formal proofs of the protocol's properties inside your editor. CX Codex +1 ★ 12repo stars WebCrypt MCP Server putervision MCP server Adds cryptographic primitives directly to AI coding agents via Web Crypto API. It runs with zero runtime dependencies on Node.js 18 or newer. CX Codex +1 ★ 12repo stars smart-terminal pungggi MCP server Gives an agent a persistent PTY shell: send commands, type keys, read output between steps. Useful when interactive tools stall on piped stdin. CX Codex +1 ★ 12repo stars anneal-memory phillipclapham MCP server Two-layer local memory for AI agents without external dependencies or vector embeddings. It filters drift by verifying that abstracted patterns cite grounded episodic records. CX Codex +1 ★ 12repo stars mcp-pipedrive nubiia-dev MCP server An MCP server that gives your coding agent Pipedrive CRM tools — deals, contacts, pipelines, tasks and more — through plain conversation. CX Codex +1 ★ 12repo stars Coalent Vectorlink-Labs MCP server Caches extracted facts for AI agents and RAG pipelines, updating entries automatically as underlying sources change. CX Codex +1 ★ 12repo stars mnemo n24q02m MCP server Persistent memory engine for coding agents using SQLite, hybrid retrieval, and knowledge graphs. Keeps context across assistant sessions. CX Codex +1 ★ 12repo stars terminal-mcp mkpvishnu MCP server Gives an AI agent persistent terminal sessions for SSH, REPLs, database CLIs, and TUI apps. Useful when commands need to share state. CX Codex +1 ★ 12repo stars proactive-mcp madrobotnet MCP server Watches Gmail and Google Calendar through read-only scopes and hands your agent structured situations: a reply deadline, overlapping meetings, a personal date. CX Codex +1 ★ 12repo stars mcp-standardnotes lozit MCP server Connects Claude Code to a Standard Notes vault for search, note editing, tags, and sync. Data access stays on the local MCP stdio process. CX Codex +1 ★ 12repo stars hermes-atlas-mcp ksimback MCP server This MCP server searches and fetches tools, skills, and integrations from Hermes Atlas. Use it when you need current Hermes Agent ecosystem data. CX Codex +1 ★ 12repo stars agent-webbridge jeet-dhandha MCP server An MCP server that hands your agent the real Chrome window you're signed into: navigation, clicks, forms, screenshots. Runs entirely on your machine. CX Codex +1 ★ 12repo stars Foxit PDF API MCP Server foxitsoftware MCP server Gives your agent Foxit's cloud PDF operations: build, convert, split, merge, password, forms. You supply credentials from the Foxit developer portal. CX Codex +1 ★ 12repo stars IFC MCP flinker-app MCP server Enables local inspection of IFC and BIM models, generates spatial reports, builds basic geometries, and opens a 3D model viewer directly from chat. CX Codex +1 ★ 12repo stars core electron-stagewright MCP server An MCP server that drives real Electron apps: it launches or attaches, reads the accessibility tree, clicks stable refs and asserts state with retries. CX Codex +1 ★ 12repo stars Agent Mail Gateway dominikamann MCP server A self-hosted Docker proxy that gives AI assistants controlled access to mailboxes. It filters contacts, converts email to Markdown, and checks outgoing drafts. CX Codex +1 ★ 12repo stars linkedin-mcp devag7 MCP server A local MCP server that drives your logged-in Chrome profile and hands the agent LinkedIn profiles, jobs, companies and inbox threads as JSON. CX Codex +1 ★ 12repo stars BPMN Kit bpmnkit MCP server Lets an agent build and check Camunda 8 process diagrams, forms and DMN decisions, then push them to a cluster. Useful when nobody wants to drag boxes by hand. CX Codex +1 ★ 12repo stars Box Kite box-kite MCP server An offline styling engine and documentation bridge for Box Kite in React. Validates style properties, components, and CSS output directly within coding agents. CX Codex +1 ★ 12repo stars Bawbel Scanner bawbel MCP server A static scanner for MCP servers and skill files. It flags AVE vulnerabilities, gives each finding an OWASP AIVSS score, and never launches the servers it inspects. CX Codex +1 ★ 12repo stars token-compressor base76-research-lab MCP server Shortens prompts by 40–60% using local models and guards against semantic drift with vector similarity checks before sending text to LLMs. CX Codex +1 ★ 12repo stars astro aryaminus MCP server astro gives AI agents computed birth charts, transits, and compatibility readings. It covers Western, Vedic, and Chinese astrology. CX Codex +1 ★ 12repo stars mcp-server aibtcdev MCP server A stdio MCP server that hands the agent its own Bitcoin and Stacks wallet, so it can move funds and use DeFi tools. Useful once your agent has to sign real transactions. CX Codex +1 ★ 12repo stars

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