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AI agent tool reliability // full index
Categories data 135773 · knowledge 108423 · other 86019 · devops 51629 · search 49936 · finance 48492 · code 39481 · communication 36071 · productivity 34424 · files 32253 · media 32051 · security 31214 · retrieval 24192 · database 22018 · ml 17673 · web 15622 · browser 15146 · email 9995 · payments 5170 · calendar 4368 · analytics 4010 · blockchain 1845 · network 1751 · health 1620 · marketing 1289 · crm 1163 · memory 831 · storage 819 · research 739 · social 693 · ecommerce 618 · design 581 · project 511 · commerce 499 · advertising 471 · news 442 · compliance 427 · seo 423 · api 379 · project management 343 · system 342 · monitoring 301 · education 217 · content 188 · cloud 164 · observability 138 · automation 134 · debug 124 · mobile 120 · workflow 111 · iot 109 · account 109 · auth 109 · fitness 108 · integration 107 · identity 105 · marketplace 102 · hardware 102 · cms 100 · hr 98
Tools see_image mcp-sight — Describe an image using a vision-capable LLM.
tavily__web_search search-mcp-rotator — Real-time web search via Tavily
firecrawl__web_scrape search-mcp-rotator — Web scraping via Firecrawl
brightdata__google_serp search-mcp-rotator — Google SERP scraping via Bright Data
exa__web_search_exa search-mcp-rotator — Neural/semantic web search via Exa
linkup__web_search search-mcp-rotator — Real-time web search with source-cited answers via Linkup
olostep__search_extract search-mcp-rotator — Search + extract + AI answers with citations via Olostep
dappier__real_time_news search-mcp-rotator — Real-time news search via Dappier
parallel__web_search search-mcp-rotator — Highest-accuracy general web search via Parallel
agent_list drkavner/ghl-internal-cli — List all AI agents in Agent Studio.
voice_create drkavner/ghl-internal-cli — Create a new Voice AI agent.
kb_discover drkavner/ghl-internal-cli — Discover website content for a knowledge base.
agent_create drkavner/ghl-internal-cli — Create a new AI agent in Agent Studio.
kb_train drkavner/ghl-internal-cli — Train a knowledge base on discovered URLs.
voice_list drkavner/ghl-internal-cli — List all Voice AI agents.
kb_create drkavner/ghl-internal-cli — Create a new knowledge base.
call_api gadgethumans-mcp — Universal proxy to access 300+ REST endpoints
remedify higakikeita/remedify — Generates deterministic, distro-aware vulnerability remediation plans from scanner results (Trivy, Grype, OSV-Scanner, Sysdig) as Markdown,
authenticate_api_key rajatk10/FILM-FINDER MCP Server — Authenticate the API key with the TMDB API, check if the API key is valid and returns success or error message
get_popular_movies rajatk10/FILM-FINDER MCP Server — Get the popular movies from the TMDB API for a given language and page
get_movie_details rajatk10/FILM-FINDER MCP Server — Get the details of a movie from the TMDB API for a given movie ID
get_popular_tv_shows rajatk10/FILM-FINDER MCP Server — Get the popular TV shows from the TMDB API for a given language and page
get_movie_recommendation rajatk10/FILM-FINDER MCP Server — Get a movie recommendation based on the movie name
get_top_rated_movies rajatk10/FILM-FINDER MCP Server — Highest rated movies
get_movie_details_by_title rajatk10/FILM-FINDER MCP Server — OMDB search by title
get_top_rated_tv_shows rajatk10/FILM-FINDER MCP Server — Highest rated shows
generate_recommendation_explanation rajatk10/FILM-FINDER MCP Server — AI-powered movie recommendations
get_tv_show_details rajatk10/FILM-FINDER MCP Server — Details for specific show
check_job apexapi/apexapi-mcp — Check the status of an asynchronous job.
chat apexapi/apexapi-mcp — Send a chat completion request to any supported AI model.
list_models apexapi/apexapi-mcp — List available AI models.
get_balance apexapi/apexapi-mcp — Get the current account balance.
scrape_page apexapi/apexapi-mcp — Scrape a single web page.
extract_structured apexapi/apexapi-mcp — Extract structured data from a web page.
generate_image apexapi/apexapi-mcp — Generate an image using an AI model.
crawl_site apexapi/apexapi-mcp — Crawl a website starting from a given URL.
generate_speech apexapi/apexapi-mcp — Generate speech audio from text.
fetch_github_readme io.github.lennney/agent-search-mcp — Fetch a public GitHub repository README
fetch_csdn_article io.github.lennney/agent-search-mcp — Fetch a CSDN article
free_search_advanced io.github.lennney/agent-search-mcp — Filtered waterfall search and optional enrichment
doctor io.github.lennney/agent-search-mcp — Checks the local runtime configuration and connectivity without making a search request.
search io.github.lennney/agent-search-mcp — Performs a web search with configurable policy, budgets, and evidence output.
free_search io.github.lennney/agent-search-mcp — Multi-engine Web Search with bounded fallback
free_search_news io.github.lennney/agent-search-mcp — News search across DDG News and Bing News for recent news and current events.
free_extract io.github.lennney/agent-search-mcp — Extract a URL as clean Markdown
fetch_juejin_article io.github.lennney/agent-search-mcp — Fetch a Juejin article
search_with_synthesis io.github.lennney/agent-search-mcp — Search evidence with an LLM synthesis hint
n8n_validate_workflow io.github.leonardosepulvedat/mcp-n8n — Validate a workflow against real schemas
n8n_autofix_workflow io.github.leonardosepulvedat/mcp-n8n — Automatically fix common workflow issues
n8n_update_workflow_partial io.github.leonardosepulvedat/mcp-n8n — Surgically update parts of a workflow
n8n_list_workflows_summary io.github.leonardosepulvedat/mcp-n8n — List workflows with minimal data to reduce token usage
n8n_search_nodes io.github.leonardosepulvedat/mcp-n8n — Search the node catalog for available nodes
n8n_get_node io.github.leonardosepulvedat/mcp-n8n — Get detailed information about a specific node
n8n_search_public_templates io.github.leonardosepulvedat/mcp-n8n — Search public workflow templates from n8n.io
n8n_import_public_template io.github.leonardosepulvedat/mcp-n8n — Import a public workflow template
n8n_get_node_execution_data io.github.leonardosepulvedat/mcp-n8n — Get execution data for a specific node
n8n_debug_last_error io.github.leonardosepulvedat/mcp-n8n — Get details about the last error in a workflow
n8n_workflow_health io.github.leonardosepulvedat/mcp-n8n — Get health report for workflows
n8n_rollback_workflow io.github.leonardosepulvedat/mcp-n8n — Rollback a workflow to a previous snapshot
n8n_diff_workflow_snapshot io.github.leonardosepulvedat/mcp-n8n — Compare a snapshot with current workflow state
n8n_export_all_workflows io.github.leonardosepulvedat/mcp-n8n — Export all workflows as JSON files
n8n_import_workflows io.github.leonardosepulvedat/mcp-n8n — Import workflows from JSON files
n8n_trigger_webhook io.github.leonardosepulvedat/mcp-n8n — Trigger a webhook workflow and get response
handinloop_list_task_types io.github.lesofi/handinloop-mcp-server — Discover supported document types and their output fields
handinloop_get_job_result io.github.lesofi/handinloop-mcp-server — Fetch validated fields + line items + audit trail
handinloop_submit_extraction_job io.github.lesofi/handinloop-mcp-server — Submit a document (URL or base64) for a built-in task_type or a custom fields set you describe — extract anything, human-verified
handinloop_get_job_status io.github.lesofi/handinloop-mcp-server — Poll: queued → in_review → completed / rejected
handinloop_propose_fields io.github.lesofi/handinloop-mcp-server — Given a document, propose the fields worth extracting — feed them straight into a custom extraction
handinloop_save_task_type io.github.lesofi/handinloop-mcp-server — Save a field set as a reusable task type — submit against its id later instead of re-sending fields
freeze_card CMSCardOS/CardOS MCP Server — Freeze a card (idempotent)
start_kyc CMSCardOS/CardOS MCP Server — Hosted KYC flow
register_webhook CMSCardOS/CardOS MCP Server — Register a webhook
set_card_pin CMSCardOS/CardOS MCP Server — Set a 4-digit PIN (not stored by CardOS)
list_card_transactions CMSCardOS/CardOS MCP Server — Transactions (amount, FX, commission, merchant, MCC, decline)
get_spending_analytics CMSCardOS/CardOS MCP Server — Spending by category
update_dispute CMSCardOS/CardOS MCP Server — Update a dispute
list_webhooks CMSCardOS/CardOS MCP Server — List webhooks
get_merchant_rates CMSCardOS/CardOS MCP Server — Per-merchant pricing
list_products CMSCardOS/CardOS MCP Server — Card products: code, currency, limits, KYC requirement
get_balance CMSCardOS/CardOS MCP Server — End-user available balance
issue_card CMSCardOS/CardOS MCP Server — Issue a virtual card (idempotent; sandbox with a test key)
get_card CMSCardOS/CardOS MCP Server — Masked details (last4, expiry, status)
unfreeze_card CMSCardOS/CardOS MCP Server — Unfreeze a card (idempotent)
close_card CMSCardOS/CardOS MCP Server — Close a card (idempotent)
set_card_controls CMSCardOS/CardOS MCP Server — Spend limits + blocked MCC/countries (auto-freeze on breach)
reveal_card CMSCardOS/CardOS MCP Server — One-time hosted PAN/CVV link (PCI on CardOS)
create_card_session CMSCardOS/CardOS MCP Server — Hosted manage + transactions screens for the end user
create_deposit CMSCardOS/CardOS MCP Server — Crypto deposit invoice (idempotent)
confirm_deposit_sandbox CMSCardOS/CardOS MCP Server — [sandbox] confirm a pending deposit
simulate_transaction_sandbox CMSCardOS/CardOS MCP Server — [sandbox] inject a test transaction
get_statement CMSCardOS/CardOS MCP Server — Statement (spent/received/fees + lines)
file_dispute CMSCardOS/CardOS MCP Server — File a dispute
list_disputes CMSCardOS/CardOS MCP Server — List disputes
get_dispute CMSCardOS/CardOS MCP Server — Get a dispute
get_kyc_status CMSCardOS/CardOS MCP Server — Get KYC status
list_contacts @opencx/mcp — List all contacts in OpenCX
get_contact @opencx/mcp — Get details of a specific contact by ID
list_sessions @opencx/mcp — List all training sessions
get_session @opencx/mcp — Get details of a specific session by ID
create_session @opencx/mcp — Create a new training session
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