"Co-op" matching MCP servers:

MCP server that lets AI assistants like Claude Code and Codex drive the co-scientist engine to generate, review, rank, and evolve scientific hypotheses via an Elo tournament.

A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for running AC, transient, DC op, and parameter sweep analyses, enabling behavioral model fitting through iterative simulation and measurement comparison.

Enables agents to parse resumes and job postings into structured OTP/OJP skeletons, validate them against JSON Schema, and extract agent-friendly summaries, all without LLM calls.

Enables querying a brand's visibility in AI assistant answers, including competitor presence, tracked prompts, and the answers and sources behind the metrics.

Turns any MCP client into an OpenFOAM setup and debugging co-pilot, enabling case scaffolding, dictionary edits, mesh sizing, inlet turbulence calculations, and solver-log convergence checks through natural language.

Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, supporting conversation history and multiple active conversations.

MCP server providing verified Latin American data via x402 micropayments. 4 MCP tools: vera_rates (central bank rates CO/MX/BR/CL/PE), vera_sanctions (OFAC+SARLAFT+CNBV+COAF+UAF screening, EU AI Act Art.13), vera_entity (RUES/CNPJ/RFC enrichment), vera_context (AI market intelligence). $0.02–$0.10 USDC per call.

Enables AI agents to autonomously discover, stream, and compute satellite analytics from free government Earth observation archives. Provides tools for STAC search, spectral indices, elevation profiles, SAR water detection, and sandboxed geospatial scripting.

Enables querying, visualizing, and co-registering ICESat-2 ATL03 and ICESat/GLAS GLAH06 altimetry data as 3D point clouds, with plate-motion correction and Δh statistics.

Converts PDF files to text for use with MCP-compatible applications like Cursor IDE.

Enables corpus-grounded research over Lacanian seminar and écrits texts by retrieving passages, building evidence contracts, and returning only answers whose claims survive citation and entailment validation — abstaining instead of answering from model knowledge. It also exposes the corpus for direct reading and lets users audit every claim back through answer → claim → passage → session → seminar → witness/source.

MCP server for querying verified data on European private equity & venture capital firms — funds, AUM, portfolio companies, and exits — from the GP Intel database.

Enables querying patent data from the European Patent Office, including bibliographic info, patent families, abstracts, and claims.

Enables natural language access to Japanese patent information through the JPO API, allowing users to query patent data directly from Claude Desktop or Claude Code.

MCP server for reading OPC events from the OPC one-person company tool station via personal API key. It provides an opc_list_events tool to fetch event lists, designed for use with Claude Desktop, Cursor, and Cline.

Enables AI agents to act as career counselors for Vietnamese workers by querying verified occupation and research data, analyzing transitions, and co-creating action plans that require human approval before any changes are saved.

Provides access to Chinese mainland financial data including A-stock quotes, financial statements, industry analysis, and macroeconomics through 42 MCP tools, with automatic data source fallback and no API key required.

Enables AI coding agents to verify, compare, and safely upgrade npm packages by scoring packages from public signals and sandboxed co-installation, detecting breaking API surface changes, and rewriting code that upgrades break.

An MCP server offering six strategies to filter and analyze Chinese convertible bonds, including dual-low, triple-low, YTM ranking, redemption monitoring, and revision analysis.

An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, offering 30 tools for searching and analyzing biological data like pathways, genes, and compounds. It supports integration with LangChain and Ollama to enable LLMs to interact with comprehensive genomic and chemical datasets.