AI agent tool reliability // full index

Tools

generate_research_proposals iflow-mcp_ilyagusev-academia_mcp — Generate research proposals (requires LLM).
score_research_proposals iflow-mcp_ilyagusev-academia_mcp — Score research proposals (requires LLM).
arxiv_search iflow-mcp_ilyagusev-academia_mcp — Query arXiv with field-specific queries and filters.
arxiv_download iflow-mcp_ilyagusev-academia_mcp — Fetch a paper by ID and convert to structured text (HTML/PDF modes).
anthology_search iflow-mcp_ilyagusev-academia_mcp — Search ACL Anthology with fielded queries and optional date filtering.
s2_get_references iflow-mcp_ilyagusev-academia_mcp — List papers referenced by a given arXiv paper.
visit_webpage iflow-mcp_ilyagusev-academia_mcp — Fetch and normalize a web page.
get_video_transcript n8nfelipe/YouTube MCP Server — Get the transcript/subtitles of a YouTube video.
search_videos n8nfelipe/YouTube MCP Server — Search for YouTube videos by keyword.
get_video_details n8nfelipe/YouTube MCP Server — Get detailed metadata about a specific video.
get_trending_videos n8nfelipe/YouTube MCP Server — Get trending YouTube videos for a region.
get_channel_videos n8nfelipe/YouTube MCP Server — Get the latest videos from a YouTube channel.
get_video_comments n8nfelipe/YouTube MCP Server — Get comments from a YouTube video, sorted by relevance.
get_channel_info n8nfelipe/YouTube MCP Server — Get information about a YouTube channel.
search_ai_communities n8nfelipe/YouTube MCP Server — Search for AI-focused YouTube channels/communities, sorted by subscribers.
search iflow-mcp-ilyazub-serpapi-mcp-server — Performs a search query on supported search engines via SerpApi, returning structured results.
search_imdb iflow-mcp_imdb-mcp-server — Search for movies and TV shows with various filtering options
get_imdb_details iflow-mcp_imdb-mcp-server — Retrieve detailed information about a movie or TV show
get_top_250_movies iflow-mcp_imdb-mcp-server — Get the top 250 movies from IMDb
get_top_box_office_us iflow-mcp_imdb-mcp-server — Get the US box office records
get_most_popular_movies iflow-mcp_imdb-mcp-server — Get the most popular movies
get_directors iflow-mcp_imdb-mcp-server — Retrieve the directors of a movie
get_types iflow-mcp_imdb-mcp-server — Get all available content types
get_genres iflow-mcp_imdb-mcp-server — Get all available genres
get_cast iflow-mcp_imdb-mcp-server — Retrieve the cast of a movie
get_writers iflow-mcp_imdb-mcp-server — Retrieve the writers of a movie
get_countries iflow-mcp_imdb-mcp-server — Get all available countries
get_languages iflow-mcp_imdb-mcp-server — Get all available languages
get_top_250_tv_shows iflow-mcp_imdb-mcp-server — Get the top 250 TV shows from IMDb
get_most_popular_tv_shows iflow-mcp_imdb-mcp-server — Get the most popular TV shows
get_available_country_codes_for_upcoming_releases iflow-mcp_imdb-mcp-server — Get available country codes for upcoming releases
get_top_rated_malayalam_movies iflow-mcp_imdb-mcp-server — Get top 50 rated Malayalam movies
get_trending_tamil_movies iflow-mcp_imdb-mcp-server — Get trending Tamil movies
get_trending_telugu_movies iflow-mcp_imdb-mcp-server — Get trending Telugu movies
get_top_rated_tamil_movies iflow-mcp_imdb-mcp-server — Get top 50 rated Tamil movies
get_top_rated_telugu_movies iflow-mcp_imdb-mcp-server — Get top 50 rated Telugu movies
get_top_rated_indian_movies iflow-mcp_imdb-mcp-server — Get top 250 rated Indian movies
get_upcoming_releases iflow-mcp_imdb-mcp-server — Get upcoming movie and TV show releases by country
get_upcoming_indian_movies iflow-mcp_imdb-mcp-server — Get most anticipated upcoming Indian movies
initialize_memory_bank iflow-mcp_inardini-vertex-memory-bank-mcp — Set up connection to Vertex AI
generate_memories iflow-mcp_inardini-vertex-memory-bank-mcp — Extract memories from conversations
retrieve_memories iflow-mcp_inardini-vertex-memory-bank-mcp — Fetch relevant memories
create_memory iflow-mcp_inardini-vertex-memory-bank-mcp — Manually add a memory
delete_memory iflow-mcp_inardini-vertex-memory-bank-mcp — Remove specific memory
list_memories iflow-mcp_inardini-vertex-memory-bank-mcp — View all stored memories
generate_image iflow-mcp_incomestreamsurfer-chatgpt-native-image-gen-mcp — Generates an image using OpenAI's gpt-image-1 model based on a text prompt and saves it.
edit_image iflow-mcp_incomestreamsurfer-chatgpt-native-image-gen-mcp — Edits an image or creates variations using OpenAI's gpt-image-1 model and saves it. Can use multiple input images as reference or perform in
generate_text iflow-mcp_infinitimeless-claude-lmstudio-bridge — Generate text using a local LLM
chat_completion iflow-mcp_infinitimeless-claude-lmstudio-bridge — Send a chat completion to a local LLM
health_check iflow-mcp_infinitimeless-claude-lmstudio-bridge — Check connectivity with LM Studio
list_models iflow-mcp_infinitimeless-claude-lmstudio-bridge — List all available models in LM Studio
get_instana_alerts iflow-mcp-instana-mcp-instana — Retrieve alerts from Instana
fofa_search_tool iflow-mcp-intbjw-fofa-mcp-server — Execute a FOFA query and return results.
fofa_userinfo_tool iflow-mcp-intbjw-fofa-mcp-server — Get FOFA account information.
list_tables iflow-mcp_iotdb-mcp-server — Get a list of all tables in the database (Table Model).
describe_table iflow-mcp_iotdb-mcp-server — View schema information for a specific table (Table Model).
metadata_query iflow-mcp_iotdb-mcp-server — Execute SHOW/COUNT queries to read metadata from the database (Tree Model).
export_table_query iflow-mcp_iotdb-mcp-server — Execute a query and export the results to a CSV or Excel file (Table Model).
select_query iflow-mcp_iotdb-mcp-server — Execute SELECT queries to read data from the database (Tree Model).
export_query iflow-mcp_iotdb-mcp-server — Execute a query and export the results to a CSV or Excel file (Tree Model).
read_query iflow-mcp_iotdb-mcp-server — Execute SELECT queries to read data from the database (Table Model).
read_memory_bank iflow-mcp_ipospelov_mcp-memory-bank — Read the current Memory Bank content
write_memory_bank iflow-mcp_ipospelov_mcp-memory-bank — Write new content to the Memory Bank
append_memory_bank iflow-mcp_ipospelov_mcp-memory-bank — Append content to the existing Memory Bank
clear_memory_bank iflow-mcp_ipospelov_mcp-memory-bank — Clear all content from the Memory Bank
sync_data nawafleh1/whoop-mcp-server — Manually trigger a data sync
get_auth_url nawafleh1/whoop-mcp-server — Get authorization URL for Whoop connection
get_recovery_trends nawafleh1/whoop-mcp-server — Recovery patterns over time with HRV/RHR
get_sleep_analysis nawafleh1/whoop-mcp-server — Sleep quality trends and stage breakdowns
get_today nawafleh1/whoop-mcp-server — Morning briefing with recovery, sleep, and strain
get_strain_history nawafleh1/whoop-mcp-server — Training load and calorie trends
enhance_query iflow-mcp_irahulpandey-promptlab — Process a user query by matching it to the best prompt template, applying it, and returning the enhanced prompt.
register_from_file iflow-mcp_irahulpandey-promptlab — Register multiple prompts from a JSON file.
update_prompt iflow-mcp_irahulpandey-promptlab — Update an existing prompt by archiving the current production version and registering a new one.
list_prompts iflow-mcp_irahulpandey-promptlab — List all available prompt templates registered in MLflow.
register_prompt iflow-mcp_irahulpandey-promptlab — Register a new prompt template or a new version of an existing prompt in MLflow.
register_sample_prompts iflow-mcp_irahulpandey-promptlab — Initialize the registry with a set of standard prompt templates.
visualize_data iflow-mcp_isaacwasserman_mcp-server-vegalite — Visualize a table of data using Vega-Lite syntax
save_data iflow-mcp_isaacwasserman_mcp-server-vegalite — Save a table of data aggregations to the server for later visualization
analyze_query_plan iflow-mcp_isdaniel-pgtuner_mcp — Analyze a query execution plan using EXPLAIN
get_index_recommendations iflow-mcp_isdaniel-pgtuner_mcp — Get AI-powered index recommendations based on query workload analysis
get_duplicate_indexes iflow-mcp_isdaniel-pgtuner_mcp — Find duplicate indexes
test_hypothetical_index iflow-mcp_isdaniel-pgtuner_mcp — Test a hypothetical index using HypoPG without disk usage
get_slow_queries iflow-mcp_isdaniel-pgtuner_mcp — Retrieve slow queries from pg_stat_statements with detailed statistics
get_unused_indexes iflow-mcp_isdaniel-pgtuner_mcp — Find unused indexes for cleanup
estimate_index_size iflow-mcp_isdaniel-pgtuner_mcp — Estimate index size before creation
get_database_health iflow-mcp_isdaniel-pgtuner_mcp — Get comprehensive health score with multiple checks
get_vacuum_health iflow-mcp_isdaniel-pgtuner_mcp — Monitor vacuum health and transaction ID wraparound
get_replication_lag iflow-mcp_isdaniel-pgtuner_mcp — Monitor replication lag
get_connection_utilization iflow-mcp_isdaniel-pgtuner_mcp — Monitor connection utilization
get_cache_hit_ratio iflow-mcp_isdaniel-pgtuner_mcp — Analyze buffer and index cache hit ratios
get_lock_contention iflow-mcp_isdaniel-pgtuner_mcp — Detect lock contention
get_background_writer_stats iflow-mcp_isdaniel-pgtuner_mcp — Analyze background writer and checkpoint statistics
get_long_running_vacuum iflow-mcp_isdaniel-pgtuner_mcp — Track long-running VACUUM and VACUUM FULL operations
get_autovacuum_progress iflow-mcp_isdaniel-pgtuner_mcp — Monitor autovacuum progress and performance
get_tables_needing_vacuum iflow-mcp_isdaniel-pgtuner_mcp — Identify tables that need vacuuming
get_recent_vacuum_activity iflow-mcp_isdaniel-pgtuner_mcp — View recent vacuum activity history
get_checkpoint_io iflow-mcp_isdaniel-pgtuner_mcp — Analyze checkpoint and background writer I/O
get_pg_stat_io_metrics iflow-mcp_isdaniel-pgtuner_mcp — Get PostgreSQL 16+ enhanced pg_stat_io metrics
get_io_analysis iflow-mcp_isdaniel-pgtuner_mcp — Analyze disk read/write patterns across tables and indexes

AI agent tool reliability // full index

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