AI agent tool reliability // full index
Categories
data 31519 · knowledge 30557 · other 21214 · finance 17013 · search 14156 · devops 10984 · communication 9594 · productivity 9235 · code 9004 · security 8269 · files 6984 · ml 6530 · media 6392 · database 5044 · web 4699 · retrieval 3877 · browser 3009 · payments 1938 · email 1807 · analytics 1078 · calendar 1063 · blockchain 769 · marketing 544 · research 406 · health 354 · crm 306 · memory 300 · ecommerce 238 · advertising 217 · network 195 · compliance 160 · seo 136 · storage 134 · project management 133 · design 132 · news 121 · social 108 · monitoring 104 · api 81 · system 66 · cms 56 · education 54 · identity 52 · testing 52 · sales 49 · project 38 · iot 37 · marketplace 34 · healthcare 33 · defi 31 · content 31 · social media 30 · hardware 29 · authentication 29 · cloud 27 · observability 26 · hr 24 · admin 24 · commerce 24 · accessibility 24
Tools
- mcp-registry/io.github.csoai-org/csv-analytics-mcp/load_csv Load a CSV file into the analytics engine.
- mcp-registry/io.github.csoai-org/csv-analytics-mcp/query_data Query loaded data using SQL-like filters.
- mcp-registry/io.github.csoai-org/csv-analytics-mcp/describe_columns Describe columns of the loaded CSV data.
- mcp-registry/io.github.csoai-org/docker-helper-ai-mcp/generate_dockerfile Generate a Dockerfile based on provided parameters.
- mcp-registry/io.github.csoai-org/docker-helper-ai-mcp/optimize_image Optimize a Docker image for size and performance.
- mcp-registry/io.github.csoai-org/docker-helper-ai-mcp/parse_compose Parse a Docker Compose file and return its structure.
- mcp-registry/io.github.csoai-org/dockerfile-generator-ai-mcp/generate_dockerfile Generate a Dockerfile based on user requirements.
- mcp-registry/io.github.csoai-org/dockerfile-generator-ai-mcp/generate_compose Generate a docker-compose.yml file for multi-container setup.
- mcp-registry/io.github.csoai-org/dockerfile-generator-ai-mcp/optimize_image Optimize a Docker image for size and security.
- mcp-registry/io.github.csoai-org/dockerfile-generator-ai-mcp/optimize_layers Optimize Dockerfile layers for better caching and smaller size.
- mcp-registry/io.github.csoai-org/dockerfile-generator-ai-mcp/validate_dockerfile Validate a Dockerfile for best practices and errors.
- mcp-registry/io.github.csoai-org/domiciliary-care-mcp/incident_report_template Domiciliary incident reporting template (RIDDOR + CQC notifications)
- mcp-registry/io.github.csoai-org/domiciliary-care-mcp/dbs_check_audit DBS enhanced check coverage audit across workforce
- mcp-registry/io.github.csoai-org/domiciliary-care-mcp/lone_worker_safety_check HSE lone-worker risk assessment compliance
- mcp-registry/io.github.csoai-org/domiciliary-care-mcp/medication_competency_check Care worker medication-administration competency check
- mcp-registry/io.github.csoai-org/domiciliary-care-mcp/rota_wtr_check Working Time Regulations 1998 compliance on rota patterns
- mcp-registry/io.github.csoai-org/drone-airspace-governance-mcp/remote_id_compliance Check compliance of a drone operation with Remote ID requirements.
- mcp-registry/io.github.csoai-org/drone-airspace-governance-mcp/classify_operation Classify a drone operation according to regulatory categories (e.g., Open, Specific, Certified).
- mcp-registry/io.github.csoai-org/drone-airspace-governance-mcp/bvlos_risk_assessment Perform a BVLOS risk assessment for a drone operation.
- mcp-registry/io.github.csoai-org/ecommerce-ai-mcp/write_product_description Generate a product description based on provided details.
- mcp-registry/io.github.csoai-org/ecommerce-ai-mcp/optimize_pricing Optimize pricing for a product based on market data.
- mcp-registry/io.github.csoai-org/ecommerce-ai-mcp/summarize_reviews Summarize customer reviews for a product.
- mcp-registry/io.github.csoai-org/email-automation-mcp/send_email Send an email via SMTP.
- mcp-registry/io.github.csoai-org/email-automation-mcp/read_inbox Read emails from the inbox.
- mcp-registry/io.github.csoai-org/email-automation-mcp/search_emails Search emails by query.
- mcp-registry/io.github.csoai-org/env-manager-ai-mcp/parse_env_file Parse an env file and return its key-value pairs
- mcp-registry/io.github.csoai-org/env-manager-ai-mcp/validate_env Validate an env file against a schema or required keys
- mcp-registry/io.github.csoai-org/env-manager-ai-mcp/generate_env_template Generate a .env.example template from an existing .env file
- mcp-registry/io.github.maxmlang/cxg-census-mcp/query_cellxgene Query the CZ CELLxGENE Discover Census single-cell atlas with ontology-aware filters and cost caps.
- mcp-registry/io.github.csoai-org/event-planning-ai-mcp/optimize_schedule Optimize an event schedule given a list of activities and constraints.
- mcp-registry/io.github.csoai-org/event-planning-ai-mcp/calculate_venue_capacity Calculate the capacity of a venue based on its dimensions and layout.
- mcp-registry/io.github.csoai-org/event-planning-ai-mcp/plan_budget Plan an event budget based on categories and amounts.
- mcp-registry/io.github.csoai-org/explainability-report-mcp/quick_scan Perform an instant transparency scan of an AI system
- mcp-registry/io.github.csoai-org/explainability-report-mcp/generate_model_card Generate a model card for an AI model
- mcp-registry/io.github.csoai-org/explainability-report-mcp/explain_decision Explain a decision made by an AI system
- mcp-registry/io.github.csoai-org/faker-ai-mcp/generate_address Generate a fake address including street, city, state, zip, country
- mcp-registry/io.github.csoai-org/faker-ai-mcp/generate_profile Generate a fake person profile with name, email, phone, address, etc.
- mcp-registry/io.github.csoai-org/faker-ai-mcp/generate_fake_data Generate realistic fake test data for development and testing
- mcp-registry/io.github.csoai-org/feedback-analyzer-ai-mcp/analyze_feedback Analyze customer feedback for sentiment, themes, and actionable insights.
- mcp-registry/io.github.csoai-org/feedback-analyzer-ai-mcp/extract_themes Extract themes from customer feedback.
- mcp-registry/io.github.csoai-org/feedback-analyzer-ai-mcp/sentiment_trend Analyze sentiment trends over time.
- mcp-registry/io.github.csoai-org/grammar-fix-ai-mcp/fix_grammar Fix grammar in the provided text.
- mcp-registry/io.github.csoai-org/grammar-fix-ai-mcp/improve_readability Improve readability of the provided text.
- mcp-registry/io.github.csoai-org/grammar-fix-ai-mcp/check_spelling Check spelling in the provided text.
- mcp-registry/io.github.csoai-org/haulage-uk-compliance-mcp/tachograph_audit Perform a tachograph audit and return compliance report.
- mcp-registry/io.github.csoai-org/haulage-uk-compliance-mcp/check_operator_licence Check UK operator licence status and details.
- mcp-registry/io.github.csoai-org/haulage-uk-compliance-mcp/calculate_drivers_hours Calculate drivers' hours compliance for a given schedule.
- mcp-registry/io.github.csoai-org/health-check-ai-mcp/check_url Check the health status of a single URL.
- mcp-registry/io.github.csoai-org/health-check-ai-mcp/check_multiple Check the health status of multiple URLs.
- mcp-registry/io.github.csoai-org/health-check-ai-mcp/check_ssl Check the SSL certificate status of a URL.
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/training_gap Identify workforce training gaps
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/breach_notification Generate breach notification assessment and timeline
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/check_phi_handling Check PHI handling procedures for compliance
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/generate_baa Generate a Business Associate Agreement
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/minimum_necessary Evaluate minimum necessary policy compliance
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/hipaa_risk_assessment Full HIPAA security risk assessment
- mcp-registry/io.github.csoai-org/hipaa-compliance-mcp/assess_safeguards Assess HIPAA administrative, physical, and technical safeguards
- mcp-registry/io.github.csoai-org/html-parser-ai-mcp/extract_links Extract all links from HTML content
- mcp-registry/io.github.csoai-org/html-parser-ai-mcp/extract_text Extract readable text from HTML content
- mcp-registry/io.github.csoai-org/html-parser-ai-mcp/validate_html Validate HTML content for correctness
- mcp-registry/io.github.csoai-org/icon-generator-ai-mcp/list_icon_sets List available icon sets.
- mcp-registry/io.github.csoai-org/icon-generator-ai-mcp/search_icons Search for icons by keyword.
- mcp-registry/io.github.csoai-org/icon-generator-ai-mcp/generate_icon_svg Generate an SVG icon based on a description.
- mcp-registry/io.github.csoai-org/image-metadata-ai-mcp/detect_format Detect the format of an image file
- mcp-registry/io.github.csoai-org/image-metadata-ai-mcp/get_dimensions Get the dimensions (width and height) of an image
- mcp-registry/io.github.csoai-org/image-metadata-ai-mcp/read_exif Read EXIF metadata from an image
- mcp-registry/io.github.csoai-org/landlaw-ai-mcp/explain_covenant Explain the meaning and implications of a property covenant.
- mcp-registry/io.github.csoai-org/landlaw-ai-mcp/search_land_registry Search the UK Land Registry for property title information.
- mcp-registry/io.github.csoai-org/landlaw-ai-mcp/check_planning_permission Check planning permission status for a given property or location.
- mcp-registry/io.github.csoai-org/legal-document-ai-mcp/generate_nda Generate a non-disclosure agreement document.
- mcp-registry/io.github.csoai-org/legal-document-ai-mcp/define_legal_term Define a legal term.
- mcp-registry/io.github.csoai-org/legal-document-ai-mcp/explain_clause Explain a contract clause in plain language.
- mcp-registry/io.github.csoai-org/license-checker-ai-mcp/check_compatibility Check compatibility between two or more licenses.
- mcp-registry/io.github.csoai-org/license-checker-ai-mcp/identify_license Identify the license type from a given text or file.
- mcp-registry/io.github.csoai-org/license-checker-ai-mcp/generate_license Generate a license file or text for a given license type.
- mcp-registry/io.github.csoai-org/llm-compliance-comparison-mcp/compare_providers Compare LLM providers based on compliance criteria.
- mcp-registry/io.github.csoai-org/llm-compliance-comparison-mcp/recommend_for_use_case Recommend the best LLM provider for a given use case based on compliance.
- mcp-registry/io.github.csoai-org/llm-compliance-comparison-mcp/provider_risk_profile Get the risk profile of a specific LLM provider.
- mcp-registry/io.github.csoai-org/lorem-ipsum-ai-mcp/generate_paragraphs Generate placeholder paragraphs
- mcp-registry/io.github.csoai-org/lorem-ipsum-ai-mcp/generate_sentences Generate placeholder sentences
- mcp-registry/io.github.csoai-org/lorem-ipsum-ai-mcp/generate_words Generate placeholder words
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_live_status Check live status and editor context from the active EasyEDA Pro instance.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_get_context Get current editor context.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_find_component Find a component by reference or value.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_find_net Find a net by name.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_schematic_snapshot Take a snapshot of the schematic.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_trace_component Trace connections of a component.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_validate_schematic_area Validate a schematic area for errors.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_navigate_component Navigate to a component in the editor.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_navigate_region Navigate to a region in the editor.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_export_netlist Export netlist.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_export_gerber Export Gerber files.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_get_component_pins Get pins of a component.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_trace_net Trace a net through the schematic.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_find_unconnected_pins Find unconnected pins in the schematic.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_zoom_board Zoom to board outline.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_list_schematic_components List all components in the schematic.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_export_bom Export BOM (Bill of Materials).
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_export_pdf Export PDF.
- mcp-registry/io.github.vlab-software/easyeda-pro-mcp/easyeda_confirmed_action Execute a mutating action after explicit confirmation.
more →