PraisonAI

AI Agents Framework with Self Reflection and MCP support

Connector by MervinPraison · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 9,288

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/mervinpraison-praisonai

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

AI Agents Framework with Self Reflection and MCP support

Use cases: agent-orchestration, web-search, knowledge-base

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 14 read · 8 write · 2 delete · 6 not yet classified
Secrets: None asked for
Install scripts: None found
Runs as: Python package

Tools by what they do 30

Read from the source code; the running server may list different tools.

Read 14 · Look things up without changing anything.

airweaveSearch
arxiv-search
get_weather
guard
parallelSearch
perplexitySearch
query_database
tavilyExtract
tavilySearch
tool_describe
tool_name
tool_search

Show 2 more tools

verify
webSearch

Write 8 · Create, change, send or run things.

arxiv-download
bedrockBrowserClick
bedrockBrowserFill
bedrockBrowserNavigate
bedrockCodeInterpreter
codeMode
skill_manage
tool_call

Delete 2 · Delete, drop, revoke or wipe things.

executeCode
redact

Not yet classified 6 · We could not tell from the name and description.

crwCrawl
crwScrape
firecrawlCrawl
firecrawlScrape
Response
tavilyCrawl

Files it touches

Any path the agent passes to its tools

Tools (30)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

airweaveSearch
Search across connected data sources using semantic search. Returns relevant context for RAG applications.
arxiv-download
Download PDF of an arXiv paper
arxiv-search
Search for academic papers on arXiv
bedrockBrowserClick
Click an element on the page using a CSS selector.
bedrockBrowserFill
Fill a form field with text using a CSS selector.
bedrockBrowserNavigate
Navigate to a URL using cloud-based browser automation.
bedrockCodeInterpreter
Execute code in a secure AWS-managed sandbox. Supports Python, JavaScript, and TypeScript.
codeMode
Execute code in a sandboxed environment with access to imported tools. Write files, run code, and get results.
crwCrawl
Crawl a website and extract content from multiple pages.
crwScrape
Scrape a single web page and extract its content in LLM-ready format.
executeCode
Execute Python code in a secure sandbox environment. Use this for calculations, data processing, and computational tasks.
firecrawlCrawl
Crawl a website and extract content from multiple pages.
firecrawlScrape
Scrape a single web page and extract its content in LLM-ready format.
get_weather
Get current weather data for one or more locations. Args: location: City name (str) or list of city names (List[str]) to get weather for Returns: Dict with weather data for each location or error message
guard
Check text for security threats like prompt injection, jailbreaks, and data exfiltration attempts.

Show 15 more tools

parallelSearch
Search the web using Parallel with content extraction capabilities.
perplexitySearch
Search the web using Perplexity for real-time information and answers.
query_database
Description is built at runtime.
redact
Remove sensitive data (PII, PHI, secrets) from text. Redacts SSNs, emails, phone numbers, credit cards, etc.
Response
skill_manage
Create or patch a reusable skill learned in this session, or skip when nothing durable emerged.
tavilyCrawl
Crawl a website using Tavily. Discovers and extracts content from multiple pages starting from a base URL.
tavilyExtract
Extract structured content from web pages using Tavily. Provide URLs to extract their content.
tavilySearch
Search the web for information using Tavily. Returns relevant results with content snippets and optional AI-generated answers.
tool_call
Execute a tool with the given arguments. Use this after tool_describe to actually run the tool.
tool_describe
Get the full schema and documentation for a specific tool. Use this after tool_search to understand how to use a tool.
tool_name
Get the tool name for this handoff.
tool_search
Search for available tools by name or functionality. Use this to discover what tools are available before using them.
verify
Verify claims against source materials. Check if statements are supported by provided evidence.
webSearch
Search the web using Exa AI-powered search. Returns semantically relevant results with content.

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Featured in

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Stars: 9,288
Forks: 1,485
Open issues: 116
Contributors: 94
Weekly downloads: 2,538
Last commit: Oct 24, 2026 (6 days ago)
Last release: Oct 23, 2026 (8 days ago)
Last package publish: Oct 23, 2026 (8 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.MervinPraison/praisonai
Version: 2.3.42
Auth: No auth
Packages: pypi praisonai
License: MIT
Repository: github.com/MervinPraison/PraisonAI
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Official MCP Registry github-graphql

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Cite this page

PraisonAI MCP server. Agent Mart. https://agentmart.dev/connectors/mervinpraison-praisonai (last updated 2026-10-24)