"Zsh" matching MCP servers:

Enables DeepSeek Harness agents to access DeepBrain's judgment store, including quoting verified lines, retrieving historical positions, and reusing analysis methods.

An MCP server providing A-share market data tools (daily OHLCV, real-time quotes, financials, northbound capital flow, sector lists) with zero dependencies, also serving as a template for building custom MCP servers.

Provides a local-first chemistry workbench for AI agents, enabling SMILES validation with human-readable diagnostics, molecule drawing, property calculation, format conversion, standardization, and batch cleaning via MCP.

An MCP server for academic literature research that integrates Scopus, CrossRef, OpenAlex, and Unpaywall to search documents, get abstracts, author profiles, citing papers, and open-access PDF links.

Enables deep, recursive multi-source scientific literature research across 8+ academic databases, producing cited, evidence-graded reports with red-team review and cost details through an outline-first, user-confirmed workflow.

Provides hackathon intelligence for builders by analyzing projects to rank best hackathons, target tracks, and differentiate using fit scoring and public gallery intel.

An MCP server that enables single-cell RNA sequencing analysis through natural language, supporting data processing, visualization, and analysis tasks without requiring coding knowledge.

Made-to-order data for AI agents via x402 micropayments on Base. Describe a need in plain language, get a custom quote, pay per call. No signup, no API keys. HTTP + MCP transports. 5 tools.

Enables MCP clients to run materials computation workflows through tools for loading structures, relaxing potentials, screening doped variants, analyzing phonons and elasticity, sampling candidates, and replaying trajectories. It exposes these capabilities over stdio or streamable HTTP, adapting available engines and structure sources to the environment.

MCP server for natural-language daily stock/ETF strategy backtesting. It provides constrained tools for strategy specification, data validation, queue-based backtests, and verifiable result artifacts.

Enables deliverable conformance and evidence-chain checks by turning requirements into executable specs, validating numbers against a provenance ledger, and auditing PDF/OOXML metadata and archive manifests.

Enables agents to search and read a fully offline BM25-indexed Conjugate Spectral Geometry knowledge base of 251 articles and 869 verified truths, with citation-enforced retrieval. Also supports writing and archiving articles, symbolic formula verification, claim-graph auditing, sector assignment, workspace file access, git and local state operations.

Enables users to check whether a chosen university subscribes to a given journal or paper — via search, DOI, journal title, database, and journal-package queries — returning library holdings plus clickable links the user opens themselves. It supports multiple schools through a picker panel and only ever inspects holdings, never downloading full text.

A persistent MCP-to-ACP bridge that lets a Codex-led controller delegate research tasks to DeepSeek Harness for derivation, computation, and file work, while recording tasks, sessions, routing, and result evidence. It supports idempotent tasks, clarification follow-ups, session resume, model routing, and bounded recovery, with approvals relayed back to the controller.

Enables formatting whole OriginLab Origin projects into a fixed thesis or journal house style from inside DeepSeek Harness. It applies per-layer grid layouts, unified fonts, render-measured axis-title placement, overlap resolution, panel labels, and 600-dpi export with corrected dpi metadata, while leaving original files untouched.