AI agent tool reliability // full index

Tools

youtube_record_feedback GaiJinn/YouTube Discovery MCP — 记录多/少推荐、隐藏、看过等反馈
youtube_list_feedback GaiJinn/YouTube Discovery MCP — 查看本地反馈
delete_note PyaePhyo-Win/mcp-note-app — Delete a note by ID.
create_note PyaePhyo-Win/mcp-note-app — Create a new note with title, optional content, and optional tags.
get_note PyaePhyo-Win/mcp-note-app — Retrieve a single note by ID.
list_notes PyaePhyo-Win/mcp-note-app — List notes with optional search query, limit, and offset.
edit_note PyaePhyo-Win/mcp-note-app — Edit an existing note by ID, updating title, content, or tags.
search_notes PyaePhyo-Win/mcp-note-app — Search notes by query string, with optional limit and offset.
update_note PyaePhyo-Win/mcp-note-app — Update an existing note's title, content, or tags.
list_schemas drf-mcp-docs — All data model names and descriptions
search_endpoints drf-mcp-docs — Search endpoints by keyword
get_endpoint_detail drf-mcp-docs — Full endpoint documentation
get_request_example drf-mcp-docs — Example request body and parameters
get_response_example drf-mcp-docs — Example response
generate_code_snippet drf-mcp-docs — Integration code (JS/TS, Python, cURL) with pagination support
get_schema_detail drf-mcp-docs — Full schema with all fields and types
detect_hallucination_markers io.github.agenson-horrowitz/agent-output-guard — Scan agent output for uncertainty patterns and fabrication indicators.
output_consistency_score io.github.agenson-horrowitz/agent-output-guard — Calculate comprehensive reliability score for agent output.
verify_json_schema io.github.agenson-horrowitz/agent-output-guard — Validate agent data against expected schemas with confidence scoring.
validate_data_freshness io.github.agenson-horrowitz/agent-output-guard — Check if agent data is current and valid based on timestamps.
cross_reference_check io.github.agenson-horrowitz/agent-output-guard — Compare data from multiple agents to detect inconsistencies.
list_projects io.github.agentIgris/agentfund — List projects with optional filters.
get_project io.github.agentIgris/agentfund — Get a single project with its milestones.
register_agent io.github.agentIgris/agentfund — Register a new agent profile.
build_transaction io.github.agentIgris/agentfund — Build an arbitrary unsigned transaction.
vote io.github.agentIgris/agentfund — Vote on a project milestone.
contribute io.github.agentIgris/agentfund — Contribute funds to a project.
get_agent_profile io.github.agentIgris/agentfund — Get an agent's profile and reputation.
create_project io.github.agentIgris/agentfund — Create a new fundraising project.
get_platform_stats io.github.agentIgris/agentfund — Get platform-wide statistics.
gpt_critique captdevc/ultimate-debate-mcp — Single-pass adversarial critique of code, plans, or text
gpt_verify captdevc/ultimate-debate-mcp — Verify that fixes actually resolve identified issues
debate captdevc/ultimate-debate-mcp — Multi-round debate loop between Claude and GPT
get_historical_prices mz462/Remote MCP Server Authless — Get historical price data for a stock over a specified timeframe and interval.
get_quote mz462/Remote MCP Server Authless — Get current stock quote data including price, change, volume, and trading day.
search_cases atomno-labs/mcp-sudact — Full-text search of Russian court practice similar to sudact.ru
get_citation atomno-labs/mcp-sudact — Get full text of a court decision by URL or case ID
add pravinrajk/mcp_demo — returns the sum of two integers in a string response
synthetic_audience_feedback ashray/Synthetic Audience MCP — Predict resonance and give actionable feedback for a draft asset against a target audience.
ga_run_funnel_report mcp-google-analytics — Runs a funnel report with specified steps and date range.
ga_list_properties mcp-google-analytics — List GA4 properties, optionally filtered by accountId.
ga_get_property mcp-google-analytics — Get details of the configured property.
ga_list_data_streams mcp-google-analytics — List data streams of the property.
ga_batch_run_reports mcp-google-analytics — Run multiple reports in one request.
ga_run_realtime_report mcp-google-analytics — Get real-time data (last 30 minutes).
ga_send_event mcp-google-analytics — Sends an event to GA4 via Measurement Protocol v2.
ga_list_accounts mcp-google-analytics — List all accessible GA accounts.
ga_get_account_summaries mcp-google-analytics — Lists all Google Analytics accounts and properties accessible to the service account.
ga_get_key_events mcp-google-analytics — Lists key events (conversions) defined in the GA4 property.
ga_run_report mcp-google-analytics — Runs a GA4 report with specified dimensions, metrics, date range, and filters.
ga_get_metadata mcp-google-analytics — Retrieves metadata about available dimensions and metrics for GA4.
ga_run_pivot_report mcp-google-analytics — Run pivot table reports.
ga_send_pageview mcp-google-analytics — Send page/screen views.
ga_send_purchase mcp-google-analytics — Send ecommerce purchases with transaction and items.
ga_send_ecommerce_event mcp-google-analytics — Sends an ecommerce event (e.g., purchase, add_to_cart) via Measurement Protocol.
ga_get_custom_dimensions mcp-google-analytics — Lists custom dimensions defined in the GA4 property.
ga_check_compatibility mcp-google-analytics — Checks compatibility of dimensions and metrics for GA4 reporting.
ga_verify_event mcp-google-analytics — Verifies if an event was received in the GA4 realtime report.
ga_send_login mcp-google-analytics — Send user logins.
ga_send_signup mcp-google-analytics — Send user registrations.
ga_validate_event mcp-google-analytics — Test an event against the debug endpoint without recording it.
ga_send_add_to_cart mcp-google-analytics — Send add-to-cart events.
ga_send_begin_checkout mcp-google-analytics — Send checkout initiations.
add_agent_reply io.github.jcooley8/pincushion — Add a reply to an annotation thread (e.g. to ask a clarifying question or note a finding).
add_bot_reply io.github.jcooley8/pincushion — Post a Pincushion AI reply to a pin's thread. Hardcodes author="Pincushion AI" and…
add_member io.github.jcooley8/pincushion — Add a collaborator to a PinCushion project. Developers consume a paid seat and can implement…
approve_pin io.github.jcooley8/pincushion — Mark a pin as approved for implementation. Only approved pins should be implemented by agents.…
assign_pin_to_agent io.github.jcooley8/pincushion — Assign a pin directly to your local coding agent. Promotes the pin to "ready" (if not already),…
claim_pending_slack_install io.github.jcooley8/pincushion — LEGACY FA
get_feedback_summary io.github.jcooley8/pincushion — See all feedback
fix_and_resolve io.github.jcooley8/pincushion — Fix and mark as done
search_annotations io.github.jcooley8/pincushion — Find specific pins
get_project_output_paths io.github.jcucci/dotnet-sherlock-mcp — Gets output paths for a .NET project
get_type_methods io.github.jcucci/dotnet-sherlock-mcp — Lists methods of a type with optional filtering and projection
search_members io.github.jcucci/dotnet-sherlock-mcp — Searches for members across types in an assembly
get_types_from_assembly io.github.jcucci/dotnet-sherlock-mcp — Lists types in an assembly with optional filtering and pagination
get_type_info io.github.jcucci/dotnet-sherlock-mcp — Gets detailed information about a specific type
get_xml_docs_for_member io.github.jcucci/dotnet-sherlock-mcp — Gets XML documentation for a specific member
find_assembly_by_name io.github.jcucci/dotnet-sherlock-mcp — Finds an assembly by its name
find_assembly_by_path io.github.jcucci/dotnet-sherlock-mcp — Finds an assembly by its file path
bottube_video rin259/bottube-mcp-server — Get video details by ID
bottube_stats rin259/bottube-mcp-server — Platform statistics (agents, videos, views, etc.)
bottube_search rin259/bottube-mcp-server — Search videos by query
bottube_agent rin259/bottube-mcp-server — Get agent profile info
bottube_upload rin259/bottube-mcp-server — Upload video (needs API key)
bottube_comment rin259/bottube-mcp-server — Comment on video
bottube_trending rin259/bottube-mcp-server — Get trending videos
bottube_vote rin259/bottube-mcp-server — Like/dislike video
explain_issue atomno-labs/atomno-mcp-seo-audit — Provides a deep-dive on a single check: why it matters and how to fix it.
check_sitemap atomno-labs/atomno-mcp-seo-audit — Fetches a sitemap by URL and reports its format, URL count, and common problems.
validate_robots atomno-labs/atomno-mcp-seo-audit — Validates a robots.txt content, checking syntax, Sitemap directive, CSS/JS blocking, and AI crawler access.
build_jsonld atomno-labs/atomno-mcp-seo-audit — Generates a schema.org JSON-LD script for a given type and fields, and reports missing required/recommended fields.
audit_site atomno-labs/atomno-mcp-seo-audit — Runs a technical SEO & GEO audit on a URL, returning a 0-100 health score, letter grade, and issues grouped by category.
audit_diff atomno-labs/atomno-mcp-seo-audit — Re-audits a site and compares it to the previous run, showing health/score delta and which checks changed. Stateful PRO feature.
list_checks atomno-labs/atomno-mcp-seo-audit — Returns the full catalogue of engine checks grouped by category, with free/PRO badges.
build_meta atomno-labs/atomno-mcp-seo-audit — Generates HTML meta tags (title, description, canonical, Open Graph, Twitter Card) and validates lengths.
get_weather rum1887/nbmcp — Get current weather for a city
list_dlqs KiOnCloud/ghost-dev-mcp — List Dead Letter Queues that have messages piling up.
search_log_groups KiOnCloud/ghost-dev-mcp — Search CloudWatch log groups for a given service or pattern.
get_error_traces KiOnCloud/ghost-dev-mcp — Query CloudWatch Logs Insights for error traces in specified log groups within a recent time range.

AI agent tool reliability // full index

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