AI agent tool reliability // full index

Categories

data 129394 · knowledge 103462 · other 82547 · devops 50465 · search 47954 · finance 46831 · code 38373 · communication 34384 · productivity 33226 · files 31284 · media 31033 · security 29993 · retrieval 23348 · database 21506 · ml 16941 · browser 14715 · web 13743 · email 9731 · payments 4937 · calendar 4261 · analytics 3788 · blockchain 1778 · network 1710 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 709 · social 650 · ecommerce 601 · design 576 · project 510 · commerce 479 · advertising 439 · news 422 · compliance 403 · seo 391 · api 366 · system 337 · project management 334 · monitoring 287 · education 214 · content 181 · cloud 164 · observability 137 · automation 131 · debug 119 · mobile 119 · workflow 119 · iot 108 · fitness 108 · auth 105 · account 104 · identity 103 · hardware 102 · integration 101 · marketplace 97 · cms 95 · testing 94

Tools

• browser_observe hrshx3o5o6/brocogni — Compile page into semantic node map
• browser_find_targets hrshx3o5o6/brocogni — Search by role, name, or purpose
• browser_get_selector_plan hrshx3o5o6/brocogni — Get primary + fallback selectors
• browser_act hrshx3o5o6/brocogni — Click, fill, or hover
• browser_verify hrshx3o5o6/brocogni — Preflight: visible, enabled, compatible
• browser_delta hrshx3o5o6/brocogni — Diff two page states
• browser_screenshot hrshx3o5o6/brocogni — Capture viewport as PNG
• browser_evaluate hrshx3o5o6/brocogni — Run JS in page context
• browser_save_cookies hrshx3o5o6/brocogni — Persist session cookies
• browser_info hrshx3o5o6/brocogni — Page URL, title, iframe count
• ingest_project project-ingest-mcp — Ingest a project directory and return its structure, file contents, and metadata.
• glassbox_circuit_discovery glassbox-mcp — Attribution patching — find which attention heads causally drive a prediction
• glassbox_logit_lens glassbox-mcp — Layer-by-layer residual stream projection — see how predictions build up
• glassbox_faithfulness_metrics glassbox-mcp — Compute sufficiency, comprehensiveness, F1, and EU AI Act explainability grade (A–D)
• glassbox_compliance_report glassbox-mcp — Generate a full EU AI Act Annex IV evidence package (all 9 sections)
• glassbox_attention_patterns glassbox-mcp — Get attention weight heatmap for any layer/head
• analyze_document PranayK07/Visual Document Forensics MCP Server — Performs deterministic visual and structural analysis of PDF and DOCX documents, returning measurable evidence such as blur, OCR confidence,
• search_lei_records gleif-mcp-server — Search LEI records by field and value.
• fuzzy_completions gleif-mcp-server — Fuzzy matching for entity names with auto-completion suggestions.
• get_country gleif-mcp-server — Get country information by ISO 3166 code.
• list_entity_legal_forms gleif-mcp-server — List available Entity Legal Form (ELF) codes and descriptions.
• get_lei_record gleif-mcp-server — Retrieve a specific LEI record by its LEI code.
• list_accessible_customers google-ads-mcp — Returns names of customers directly accessible by the user authenticating the call.
• search google-ads-mcp — Retrieves information about the Google Ads account.
• get_campaign_performance google-ads-mcp-bratrax — Shows campaign metrics with performance data
• get_ad_performance google-ads-mcp-bratrax — Detailed analysis of your ad creative performance
• run_gaql google-ads-mcp-bratrax — Runs any arbitrary GAQL query with formatting options
• list_accounts google-ads-mcp-bratrax — Shows all your Google Ads accounts
• execute_gaql_query google-ads-mcp-bratrax — Runs a Google Ads Query Language query
• list_received_videos dpansumisra/VideoReceiverMCP — Lists all saved videos
• delete_video dpansumisra/VideoReceiverMCP — Deletes a video from the server
• receive_video dpansumisra/VideoReceiverMCP — Receives a base64 video, saves to received_videos/
• download_video dpansumisra/VideoReceiverMCP — Downloads a video from the server as base64
• create_project lovablelabs/Lovable MCP — Create a new Lovable project in a workspace.
• send_message lovablelabs/Lovable MCP — Send a message to a project's AI agent and get a response.
• get_diff lovablelabs/Lovable MCP — Get the diff of changes made by a specific message.
• list_workspaces lovablelabs/Lovable MCP — List workspaces the user has access to.
• query_database lovablelabs/Lovable MCP — Run SQL against the project's cloud database.
• deploy_project lovablelabs/Lovable MCP — Deploy a project to a public URL.
• get_project lovablelabs/Lovable MCP — Get details of a project, including latest commit SHA.
• read_file lovablelabs/Lovable MCP — Read a file from a project at a specific git ref.
• get_agent_profile ai.autonomad/computeback — Public profile + tier
• edit_agent_profile ai.autonomad/computeback — Edit public profile + tier
• get_settlement_status ai.autonomad/computeback — Earnings + tx hashes
• list_my_settlements ai.autonomad/computeback — List settlements
• get_product_info ai.autonomad/computeback — Product info for a business
• get_audience_data ai.autonomad/computeback — Scoped audience access
• list_audiences ai.autonomad/computeback — List audiences
• dispatch_email_campaign ai.autonomad/computeback — CAN-SPAM-compliant personalized outbound
• dispatch_voice_campaign ai.autonomad/computeback — TCPA-compliant outbound telephony with voicemail-drop + live-transfer
• dispatch_sms_campaign ai.autonomad/computeback — STOP/HELP/START handling + DNC dedup
• configure_landing_page ai.autonomad/computeback — Configure per-prospect conversational pages
• dispatch_landing_pages ai.autonomad/computeback — Dispatch per-prospect conversational pages
• send_landing_chat ai.autonomad/computeback — Reply to prospects on a landing-page chat widget
• list_workflow_templates ai.autonomad/computeback — List workflow templates
• start_workflow ai.autonomad/computeback — Chain channels into funnels
• search_products ai.autonomad/computeback — Filter / search the catalog
• get_product ai.autonomad/computeback — Full product info ($NOMD price, vendor, fulfillment)
• get_categories ai.autonomad/computeback — List 25+ capability categories
• create_order ai.autonomad/computeback — Purchase a product (burns $NOMD)
• get_orders ai.autonomad/computeback — Agent's order history
• buy_nomd ai.autonomad/computeback — Link to Treasury Sale Vault (USDC → $NOMD)
• check_balance ai.autonomad/computeback — Agent's $NOMD balance on Base L2
• get_recommendations ai.autonomad/computeback — Personalized picks
• list_my_inbox ai.autonomad/computeback — Open offers, assignments, bids
• place_bid ai.autonomad/computeback — Bid on open_bidding / reverse_auction offers
• withdraw_bid ai.autonomad/computeback — Retract a pending bid
• get_business_profile ai.autonomad/computeback — Research a business
• fetch_url ai.autonomad/computeback — Fetch public URLs for outreach research
• transcribe_from_url double2dev/freeaudiototext-mcp — Submits a YouTube or TikTok URL to FreeAudioToText for transcription. Returns a job_id.
• transcribe_audio double2dev/freeaudiototext-mcp — Uploads a local audio or video file to FreeAudioToText for transcription. Supported formats: MP3, M4A, WAV, MP4, MOV, etc. Returns a job_id.
• get_job_status double2dev/freeaudiototext-mcp — Checks the status of a transcription job using its job_id. Use this to poll until status is 'completed'.
• get_transcript double2dev/freeaudiototext-mcp — Retrieves the full text transcript for a completed job, including speaker labels (diarization).
• generate_ai_report double2dev/freeaudiototext-mcp — Generates a deep AI structural analysis report (Summary, Action Items, Outline, or Speakers) for a completed transcript.
• query Darshika0712/MCP Server Suite — Execute read-only SQL (SELECT/WITH/EXPLAIN/PRAGMA)
• insert Darshika0712/MCP Server Suite — Insert single or batch rows
• update Darshika0712/MCP Server Suite — Update rows (WHERE clause required)
• delete Darshika0712/MCP Server Suite — Delete rows (WHERE clause required)
• list-tables Darshika0712/MCP Server Suite — List all tables with optional row counts
• describe-table Darshika0712/MCP Server Suite — Get column info, types, constraints, indexes
• create-table Darshika0712/MCP Server Suite — Create new tables with schema definition
• describe-ec2-instance Darshika0712/MCP Server Suite — Full instance details including networking
• fetch-page Darshika0712/MCP Server Suite — Fetch page as text/html/markdown/metadata
• extract-links Darshika0712/MCP Server Suite — Extract links with internal/external filtering
• extract-text Darshika0712/MCP Server Suite — Extract text via CSS selectors
• list-s3-buckets Darshika0712/MCP Server Suite — List all S3 buckets, optionally filter by prefix
• list-s3-objects Darshika0712/MCP Server Suite — List objects in a bucket with prefix filtering
• list-lambda-functions Darshika0712/MCP Server Suite — List Lambda functions with runtime/memory info
• describe-lambda-function Darshika0712/MCP Server Suite — Get detailed Lambda config including env vars
• list-dynamodb-tables Darshika0712/MCP Server Suite — List DynamoDB tables with optional details
• describe-dynamodb-table Darshika0712/MCP Server Suite — Get table schema, indexes, throughput
• list-ec2-instances Darshika0712/MCP Server Suite — List EC2 instances, filter by state
• search-in-page Darshika0712/MCP Server Suite — Search for text patterns with context
• get_bitsight_score TheSkeenAdvantage/mcp-bitsight — Get security rating for any company by name
• search_companies TheSkeenAdvantage/mcp-bitsight — Search for companies in BitSight
• get_company_details TheSkeenAdvantage/mcp-bitsight — Get full company details by GUID
• get_security_findings TheSkeenAdvantage/mcp-bitsight — Get vulnerabilities and security findings
• get_portfolio TheSkeenAdvantage/mcp-bitsight — View your monitored companies
• get_risk_vectors TheSkeenAdvantage/mcp-bitsight — List all risk categories
• get_alerts TheSkeenAdvantage/mcp-bitsight — Get portfolio alerts

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