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.
AgentResearch / Workflow automation
Research a topic and work on extended tasks through a configured agent workspace.
- How to use it
- Use the runnable DeerFlow application and setup wizard; this is not a listing for its embedding APIs.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- Setup selects sandbox mode, bash access and file-writing tools. Model/search keys and any gateway or tool access must be configured deliberately.
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.
AgentFinance & Crypto / Research / Data & APIs
Run the finrobot_equity workflow to fetch company financial data, generate model-written analysis and produce HTML/PDF equity research reports.
- How to use it
- Specific finrobot_equity command-line report pipeline; FMP and OpenAI API keys are documented requirements. This entry is not the entire FinRobot framework or a hosted account.
- Pricing
- Total usage cost is unknown; model, data-provider and compute charges can apply. Open-source licensing does not mean free operation.
- Permissions
- The CLI report workflow calls financial/model services and writes local reports; optional sentiment requests are external. If the documented web/deploy.sh path is chosen, it additionally installs dependencies, opens a web listener, creates a user database (documented password hashes/GitHub OAuth) and writes request logs. These web effects are conditional, not required for every CLI report. No brokerage execution is established.
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.
AgentCoding / Research
Explore and edit a codebase with a terminal coding agent and selected tools.
- How to use it
- Use the official CLI setup and its supported account or API authentication.
- Pricing
- The README describes a personal-account free tier. Eligibility, current limits, paid models and total costs are not independently confirmed.
- Permissions
- Workspace tools may read files, edit code and execute commands; model authentication is required.
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.
AgentCoding / Research / Data & APIs / Workflow automation
Work on coding, research or data tasks using a local agent and chosen extensions.
- How to use it
- Follow the official desktop or CLI quickstart and choose the extensions you need.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- Provider credentials or a supported account connection may be needed. Extension permissions and the exact approval defaults still need checking.
AgentResearch
Research a question and create a report with links to its sources.
- How to use it
- Choose web or Python access in the official README. Default examples configure a model provider and Tavily search credentials.
- Pricing
- Pricing not confirmed. Model, search API and hosting charges depend on the services and usage.
- Permissions
- Based on the documented research workflow, queries are sent to configured model and search services and information websites are accessed. Local-document mode reads selected material; check what data is sent to each service.
AgentWorkflow automation / Research / Coding
Handle research and workflow tasks with a local conversational agent and selected tools.
- How to use it
- Use the official interactive CLI and configure the chosen provider and tools.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Can use terminal tools and persistent memory. Optional messaging and schedules require separate credentials and approval.
AgentResearch / Workflow automation
Answer research questions using web or selected documents, with optional recurring research.
- How to use it
- Use the official web app or follow its self-hosting guide.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- May process connected documents and send questions to chosen model/search services. Exact permissions and delivery integrations need checking.
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.
AgentResearch / Workflow automation
Attempt research and browser workflow tasks from a terminal goal.
- How to use it
- Follow the single-agent python main.py quickstart.
- Pricing
- Unknown total cost. Check hosting, model usage and any service plan before use. A source license does not establish free operation.
- Permissions
- Model APIs require credentials; selected tools may access the browser, network and local files.
AgentResearch
Research a topic, produce an outline and generate a cited article.
- How to use it
- Run the documented STORM topic workflow or demo; the knowledge-storm package alone is not the listed experience.
- Pricing
- Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
- Permissions
- Research sends queries to model/search services and writes article artifacts. Example provider keys are required for those services; local permissions need review.
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.
AgentFinance & Crypto / Research / Data & APIs
Run the TradingAgents CLI research workflow to combine market, fundamental and news analysis into a model-generated research/decision output for a ticker and date.
- How to use it
- Local CLI plus model-provider access. Default stock/fundamental/news vendor is yfinance; optional Alpha Vantage and configured macro/prediction-market sources have separate requirements.
- Pricing
- Total usage cost is unknown; model, data-provider and compute charges can apply. Open-source licensing does not mean free operation.
- Permissions
- Calls configured data/model services and persists local decision logs/cache; optional checkpoints write SQLite. A live broker/account connection is not established by this listing.
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.