MCPResearch
Read research paper sections, retrieve citation metadata and maintain local literature notes.
- How to use it
- Use the official arxiv-mcp-server setup; search is optional.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Downloads and queries reach external services; papers and topic watches are stored on local disk.
SDKWorkflow automation / Research / Testing
Build browser automation agents in Python from a task and a configured model.
- How to use it
- Follow the official Python quickstart that creates an Agent and runs its task.
- Pricing
- Model use and optional cloud browser services may incur charges. Exact prices and current free credits are not confirmed.
- Permissions
- Browser context may contain sessions and private pages. Model calls send task context to the selected provider.
MCPFinance & Crypto / Research / Data & APIs
Retrieve crypto market prices, historical series and supported on-chain token/pool data from CoinGecko; this MCP is a data interface, not a research report agent.
- How to use it
- Keyless shared endpoint: https://mcp.api.coingecko.com/mcp . Own-key endpoint: https://mcp.pro-api.coingecko.com/mcp . A compatible MCP client is required.
- Pricing
- Keyless access has shared rate limits. Own-key quotas, premium endpoint access and API credits depend on the plan; total model/data cost is unknown.
- Permissions
- search_docs reads SDK documentation; execute runs TypeScript against the SDK in a sandbox. Data lookup can execute code and consume API credits; this is not a code-free connector.
CLIData & APIs / Research
Convert PDF, office documents and spreadsheets into structured text for research and data workflows.
- How to use it
- Use the documented docling CLI; Python APIs are a separate access option.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Reads documents and may fetch models or remote inputs. Review file access and optional integrations.
MCPFinance & Crypto / Research / Data & APIs
Discover blockchain datasets, create and execute SQL queries, inspect results and manage visualizations or dashboards on Dune.
- How to use it
- Dune account with OAuth (mcp:dune:full) or Dune API key. These credentials are for Dune, not the AuraMatrix account.
- Pricing
- Queries and related service operations use account resources/credits. Included allowance, overage and total usage cost are unknown.
- Permissions
- Includes private-account usage reads plus creation, modification and deletion of queries, materialized views, visualizations and dashboards. The service as a whole is not read-only.
SkillFinance & Crypto / Research / Data & APIs
Guide a skills-capable agent through Dune dataset discovery, DuneSQL, query results, saved queries, charts and dashboards using the Dune CLI.
- How to use it
- Dune API key for all documented CLI commands except docs search; key may be stored in local CLI configuration. No third-party setup performed by AuraMatrix.
- Pricing
- Dune account credits and the caller agent/model may incur charges. Exact allowance and total usage cost are unknown.
- Permissions
- The Skill declares Bash(dune:*), Bash(curl:*) and Read; actual client grants are separate. Recovery can download binaries, modify shell startup/PATH and local config, and use sudo for the install directory. If optional post-install Skill setup is accepted, the installer runs npx skills to add all Skills in the Dune repo, fetching an npm package. CLI operations include account reads, SQL and create/update/archive/delete writes. Prose confirmation is not a server ACL.
MCPResearch
Search the web and retrieve sources for public research through MCP.
- How to use it
- Connect using the official hosted MCP setup.
- Pricing
- Anonymous hosted use is rate-limited. Higher limits and optional Agent access require authentication; exact charges are unknown.
- Permissions
- Queries leave the client for Exa. Authentication grants higher limits and access to additional tools.
MCPFinance & Crypto / Research / Data & APIs
Retrieve company financial statements, stock prices, news, SEC filing metadata and available crypto prices from Financial Datasets.
- How to use it
- Provide a Financial Datasets API key and run the local MCP in a compatible client; data-provider entitlement is separate.
- Pricing
- Total usage cost is unknown; model, data-provider and compute charges can apply. Open-source licensing does not mean free operation.
- Permissions
- The inspected server loads local environment credentials and sends HTTP GET requests to api.financialdatasets.ai; no order/transfer tools appear in this server file. This source inspection is not a runtime security test.
MCPResearch / Data & APIs
Search and extract web documents into text or structured data for research.
- How to use it
- Follow the hosted or local configuration in the official README.
- Pricing
- The README describes a limited keyless tier for selected tools. Wider toolsets and higher limits need authentication; exact running cost is unknown.
- Permissions
- Sends requested URLs and context to a service; wider toolsets need credentials and target-site permission.
MCPCoding / Research / Workflow automation
Read GitHub repositories and work with issues, pull requests and workflows through MCP.
- How to use it
- Use the official remote server or local configuration with appropriate GitHub authentication.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Token/OAuth permissions and enabled toolsets determine access; write tools can affect repositories and issues.
CLIData & APIs / Research
Convert PDF, office documents and spreadsheets into Markdown for reading and research.
- How to use it
- Use the documented markitdown command with selected local files.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Reads input files and writes output; optional model/cloud features send data externally and need credentials.
CLIData & APIs / Research
Add searchable text to scanned PDF documents.
- How to use it
- Use the official ocrmypdf command and installation guide.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Reads input documents and writes output; in-place operation can replace a file on success.
SDKFinance & Crypto / Research / Data & APIs
Use the OpenBB Python data platform to retrieve and organize financial data through configured providers, for downstream research applications.
- How to use it
- Import the OpenBB Python package and configure provider access. The separately hosted OpenBB Workspace UI is not this SDK and has its own login/terms.
- Pricing
- Provider keys, coverage and charges differ; total data/compute cost is unknown. Open-source platform code does not make all connected data free.
- Permissions
- Makes requests to configured data providers using their credentials. Local settings/cache and a separately enabled API/backend depend on the chosen deployment; this is not an autonomous investing agent.
MCPResearch
Search, extract and crawl web sources for public research.
- How to use it
- Use the official remote MCP setup with supported account/API authentication.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Sends queries and URLs to Tavily; credentials and target-site permissions need review.
SDKData & APIs / Research
Parse documents into structured elements for downstream data and research applications.
- How to use it
- Use the library quickstart and selected partitioning functions.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Reads document content; optional remote services can send data externally and need authentication.