Research &amp; summarize

Research & summarize Agent

Analyze Competitors for Marketing Insights

Research agent that analyzes competitor websites, pricing, features, content strategy, and social presence to deliver SWOT analysis and market gap

claude-sonnet

77 7 months ago

Research & summarize Agent

Build Thriving Reddit Communities

An autonomous agent that researches subreddits and builds a full Reddit community growth strategy with a 90-day action plan.

claude-sonnet

72 7 months ago

Research & summarize Agent

Analyze Markets and Identify Opportunities

AI agent that produces market sizing, growth projections, and competitive landscape analysis using TAM/SAM/SOM and Porter's Five Forces.

Skills

(176)

gpt 4ollama 3 llama indexparallel ai

Augment LLM Agents with Web Search and Extraction

LlamaIndex tool that integrates Parallel AI's Search and Extract APIs to enable LLM agents to perform web research and convert URLs into clean, LLM-optimized

Fetch and Index Genius Song Lyrics

Connects to Genius API to load song lyrics, metadata, and album art into Documents. Get song lyrics by artist, URL, ID, or lyrics snippet.

llama 3 genius

Extract Cited Facts from Context

FastAPI app extracting GPT-4 answers with exact, verifiable citations back to source text, streamed as SSE JSON events.

gpt 4gpt 4o fastapigpt 4

91 15 days ago

Judge LLM Output Relevance

LLM Judge Relevance is an Instructor example that demonstrates how to use language models to evaluate the relevance of content or responses programmatically.

gpt-4o

Rerank Search Results for Better Relevance

Reranker is an Instructor example demonstrating how to reorder search results or candidate lists using structured AI outputs for improved relevance ranking.

Situate AI-generated text within its context

Situate Context is an Instructor example demonstrating how to add relevant contextual information to data before processing, improving AI comprehension and

github

Summarize and Manage Agent Context

camel-ai toolkit that compresses agent conversation context, saves history to markdown, and lets agents search past conversations.

Ground LLM Outputs in Factual Context

Semantic Kernel grounding skill connects LLM outputs to factual context and knowledge sources, reducing hallucination and improving accuracy in AI responses.

universal cline

Answer Questions Using Your Own Data

3 Semantic Kernel samples for RAG using Azure OpenAI's On Your Data API, including function calling and vector search variants.

gpt 4o azure openai

See all 176 Skills →

MCP Connectors

(32)

Access and Interpret arXiv Papers

Access arXiv LaTeX source with AI clients like Claude and Cursor for accurate math and equation processing.

universal arxiv

universal claudeclaude-code

Access DBLP for Bibliographic Analysis

MCP server giving LLMs access to the DBLP computer science bibliography, with direct BibTeX export bypassing LLM processing.

91 3 months ago

gemini 2 0 githubgoogle vertex ai

Ground Gemini Responses with Private Data

MCP server that searches documents using Google Vertex AI with Gemini grounding, supporting multiple data stores and stdio/SSE transports.

91 21 days ago

Search and Analyze GitHub Repositories

Evidence-first code research across local workspaces, GitHub, and npm - AST search, LSP navigation, repo browsing, in one toolset.

universal github

91 21 days ago

claude githubcrossrefsemantic scholar

Generate and Format Academic Citations

A CLI and Python library that resolves DOIs, PMIDs, arXiv IDs, ISBNs, and GitHub URLs into clean BibTeX citations.

Search Academic Papers from arXiv

Search academic articles with the Scholarly MCP Server.

universal arxiv

Query Public SearXNG Instances for Data

Search the web via public SearXNG instances - parses HTML into JSON with fallback servers, since most public instances lack JSON mode.

universal claudecursor

Summarize YouTube Videos from URL

YouTube Video Summarizer MCP extracts captions and metadata from YouTube videos for AI assistants to summarize.

universal youtube

91 5 months ago

universal markdownsqlitepostgres

Build a Local Knowledge Graph from Markdown

Gives an AI persistent memory as local Markdown files, with a knowledge graph and semantic search.

91 3 days ago

See all 32 MCP Connectors →

Prompts

(4)

Extract and Summarize Solutions

Solution Extraction Prompts is a CAMEL-AI prompt collection that structures how assistants extract and present solutions from complex problem-solving tasks.

87 11 days ago

Verify Claims Against Reference Context

Semantic Kernel prompt template that flags which entities in a list aren't supported by a given reference context.

universal

85 last month

Extract Entities from Text

A Semantic Kernel prompt template that extracts entities related to a specified topic from input text and returns both the entities and source text.

universal

82 20 days ago

gpt-4oclaude-3-5-sonnetgemini-1-5-pro

Classify and Summarize Objects

Object Recognition Prompts is a CAMEL-AI prompt collection that configures AI assistants to identify and classify objects in images with structured

67 8 days ago

Prompt Chains

(198)

Enrich Text with Knowledge Base Links

An OpenAI Cookbook guide to Named Entity Recognition via function calling, enriching text with Wikipedia links.

gpt 4o wikipediaopenai

93 29 days ago

Embed Wikipedia Articles for Search

Prepare a Wikipedia article dataset for semantic search: collect, chunk, embed, and store as CSV.

gpt 4o openaiwikipedia

Compare AI Fine-Tuning Methods

Choose between SFT, vision fine-tuning, DPO, and RFT, then apply Direct Preference Optimization step by step.

gpt 4o openai

gpt 4ogemini 2 0 slackelasticsearch

Augment Search with AI for Smarter Answers

Augment any search API with GPT query generation and HyDE-style embedding re-ranking for accurate Q&A.

Enhance Transcription Accuracy with Prompting and Post-Processing

Fix Whisper transcription misspellings of proper nouns using its prompt parameter or GPT-4 post-processing.

gpt 4ogpt 4 openai

gpt 4ogpt 4 azureopenaicognitive search

Chat with Your Data on Azure

Ground Azure OpenAI chat models in your own data via Azure Cognitive Search, with no fine-tuning required.

Evaluate New Model Performance on Existing Code Explanations

Compare a new model against an old one on real logged responses using the Evals API's responses data source.

gpt 4ogpt 4 openai

Evaluate Web Search Quality with Custom Datasets

Evaluate model web-search answer quality against a custom dataset using an LLM-based pass/fail grader.

gpt 4ogpt 4 openai

gpt 4ogpt 4 openaiqdrantgithub

Enhance RAG with Fine-Tuning and Qdrant

A Jupyter notebook workflow that fine-tunes OpenAI GPT-3.5-turbo for retrieval-augmented generation using Qdrant vector search and the SQuAD dataset to reduce