"Fresh" matching MCP servers:

Provides read-only Codex consultation tools over MCP, enabling fresh threads, continuation, and project reviews via local stdio.

Enables storing durable AI memories linked to local JSON or text sources, automatically superseding outdated structured values, flagging ambiguous changes for review, excluding expired information, and preserving revision history in a local SQLite database.

An MCP server that provides always-fresh semantic search over Obsidian vaults, automatically watching file changes and using local embeddings via Ollama.

Analyzes job descriptions and automatically tailors LaTeX resumes, then pushes changes to GitHub where Actions compiles a fresh PDF.

Fresh, source-verified docs for building MCP servers and Claude agents, served to your AI coding agent over MCP. Each document is stamped with its source URL and last-verified date.

Enables users to create, inspect, analyze, format, and chart Excel workbooks by having the client LLM write Python that runs in a fresh, network-restricted Docker container. Exposes a single execute_python tool with access to openpyxl, pandas, numpy, and matplotlib, persisting files between calls.

Enables coding agents to retrieve pull request review findings, reproduce and fix them locally, reply on review threads, report reproduction results, and request fresh reviews.

Provides fresh project context to coding agents by combining Markdown documentation and live Git state, enabling deterministic startup briefs and bounded document retrieval for MCP-compatible tools.

Enables Claude Desktop or Code users to converse in natural language to find Spanish official gazette (BOE) notices — scholarships, aid, public employment and subsidies — that match their profile, via a local searchable index, watchlist-based affinity ranking, deadline alerts and application logging. It also keeps the index fresh automatically and links always to the official text without ever judging eligibility.

Enables AI coding agents to inspect project dependency versions, resolve version constraints, and audit Python code for deprecated or incompatible APIs using authoritative evidence and local AST analysis.

Enables agents to perform recorded, snapshot-evidenced computer-use and browser-use in a fresh, disposable VM, with interruptive actions judged by the agent.

Give your AI agent a full Chrome workspace. 70 MCP tools powered by nodriver: browsing, forms, screenshots, data extraction, network capture and passive security checks. Reuse logins, run isolated browsers, and choose a fresh tab, favorite URLs or automatic tab restoration. Direct CDP control without ChromeDriver. One-command setup for 15+ clients including Claude, Cursor and Codex.

Exposes a single chat tool that lets any MCP client send text prompts together with images, PDFs, or Office attachments to a self-hosted Gemini web endpoint and get OpenAI-compatible responses back. An optional companion checker keeps the underlying Google session cookies fresh automatically so requests keep working without manual re-authentication.

Enables AI agents and compatible MCP clients to fetch, search, and download web content—including .onion services—anonymously through the Tor network, using a fresh circuit per call and retrying when exit nodes are blocked.

Enables an MCP client to generate synthetic Workday test data by searching for a template worker, cloning their job and organization context, and creating a fresh fake identity. It exposes separate tools for search, template lookup, identity generation, and a human-approved Workday Hire_Employee submission against a local mock tenant.

Enables a fresh Claude Code session to retrieve the repository's versioned convention card — grounding triggers, calibration rules, and tool map — over stdio via get_conventions and list_scopes. It is read-only, leaves CLAUDE.md unmodified, and requires no network service or third-party runtime.

Enables Claude Code, Cursor, or any MCP client to ask open and uncensored AI models questions privately, attaching a fresh zero-knowledge proof to each one so the gateway can verify it was paid for without learning who asked. Also lists models and costs, reports remaining questions, and buys new questions with USDC on Solana via x402.

Serves always-fresh official Zig documentation for the latest release, curated performance guidance, and safe dry-run-based toolchain auto-updates.

Enables MCP clients to capture screenshots and control a Raspberry Pi's Wayland desktop over an existing SSH connection with mouse, drag, scroll, keyboard, and Unicode typing actions. Input tools return fresh screenshots, enforce single-client sessions with idle release, and reject stale or uncertain state until verified.

Enables trading tokens on Solana through Jupiter while Dexra's token and swap checks gate every buy, with sells never blocked and dry-run mode by default. Exposes token checks, preflights, fresh launches, buys and sells as tools that any MCP client can call.