AI agent tool reliability // full index

Categories

data 135784 · knowledge 108453 · other 86030 · devops 51635 · search 49943 · finance 48492 · code 39485 · communication 36077 · productivity 34424 · files 32253 · media 32051 · security 31214 · retrieval 24192 · database 22019 · ml 17679 · web 15622 · browser 15146 · email 9996 · payments 5170 · calendar 4368 · analytics 4011 · 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

• add_attachment MinaFikry/huly-mcp — Upload a local file as an attachment on an issue.
• add_label MinaFikry/huly-mcp — Attach a label to an issue.
• remove_label MinaFikry/huly-mcp — Remove a label from an issue.
• create_milestone MinaFikry/huly-mcp — Create a new milestone inside a project.
• gnmi_set Howthemeaning/gnmi-mcp-server — Perform a gNMI Set operation to update, replace, or delete paths on a device
• gnmi_get Howthemeaning/gnmi-mcp-server — Perform a gNMI Get operation on a device to retrieve path values
• gnmi_subscribe Howthemeaning/gnmi-mcp-server — Subscribe to gNMI path updates from a device
• gnmi_capabilities Howthemeaning/gnmi-mcp-server — Retrieve gNMI capabilities from a device
• gnmi_path Howthemeaning/gnmi-mcp-server — Resolve a YANG path to a gNMI path using loaded YANG models
• answer_question NathishN/Data_Analyst_MCP_Server — Answer a question based on the indexed documents.
• dataset_info NathishN/Data_Analyst_MCP_Server — Get row count, column names, and dtypes for a dataset.
• group_by_aggregate NathishN/Data_Analyst_MCP_Server — Group by a column and aggregate another column.
• search_docs NathishN/Data_Analyst_MCP_Server — Search through documents and return the top results.
• list_sources NathishN/Data_Analyst_MCP_Server — List the sources of the documents in the vector store.
• preview_dataset NathishN/Data_Analyst_MCP_Server — Preview the first n rows of a dataset.
• filter_dataset NathishN/Data_Analyst_MCP_Server — Filter dataset rows using a query.
• list_datasets NathishN/Data_Analyst_MCP_Server — List available datasets (CSV/Excel files) in the datasets folder.
• summary_statistics NathishN/Data_Analyst_MCP_Server — Compute summary statistics (count, mean, std, min, max, etc.) for a dataset.
• correlation_matrix NathishN/Data_Analyst_MCP_Server — Compute correlation matrix for a dataset.
• plot_chart NathishN/Data_Analyst_MCP_Server — Generate a chart and save it to outputs.
• request_approval brendanlim/confirm-mcp — Pause and ask a human to approve a sensitive action. Blocks until the human decides or the wait elapses.
• check_approval brendanlim/confirm-mcp — Poll a previously created request by id to see whether a human has decided.
• legalize_get_meta matematicsolutions/legalize-mcp — Frontmatter only (cheap citation check).
• legalize_search_laws matematicsolutions/legalize-mcp — Keyword search inside a country's laws → law_id + snippet.
• legalize_coverage matematicsolutions/legalize-mcp — Declare what this connector covers, when each family was captured, and what it does NOT cover.
• legalize_list_countries matematicsolutions/legalize-mcp — List jurisdictions (code, name, EU flag, repo).
• legalize_get_law matematicsolutions/legalize-mcp — Full metadata + text by law_id; pass sha= for a historical version.
• legalize_list_reforms matematicsolutions/legalize-mcp — Reform timeline (commits) for a law; SHAs feed legalize_get_law.
• audit_synthesize Brinkv3/consulting-mcp-server — Synthesize all results into an executive summary + Excel deliverable
• health Brinkv3/consulting-mcp-server — Server health check: API key, vector store, schemas, pipeline status
• audit_process_interview Brinkv3/consulting-mcp-server — Process interview artifacts against a question framework (one app at a time)
• rag_query Brinkv3/consulting-mcp-server — Single-pass RAG: retrieve + generate grounded answer with citations
• rag_agent_query Brinkv3/consulting-mcp-server — Multi-agent RAG for complex, multi-part questions (slower, more thorough)
• audit_generate_questions Brinkv3/consulting-mcp-server — Generate interview questions from engagement documents
• rag_index Brinkv3/consulting-mcp-server — Re-index a corpus directory into the vector store (destructive)
• doc_classify Brinkv3/consulting-mcp-server — Classify a document by type (SOW, Contract, Project Plan, etc.)
• doc_extract Brinkv3/consulting-mcp-server — Full single-doc pipeline: classify + extract structured fields + validate
• doc_assess Brinkv3/consulting-mcp-server — Multi-document assessment with cross-document analysis and narrative
• doc_types Brinkv3/consulting-mcp-server — List available document types and schemas (no API call)
• generate_diagram mcp-diagram-generator — Generate diagram files from structured JSON specifications.
• generate_image elestirelbilinc-sketch/vap-showcase — Generate an image through VAP Media API
• generate_video elestirelbilinc-sketch/vap-showcase — Generate a video through VAP Media API
• generate_music elestirelbilinc-sketch/vap-showcase — Generate music through VAP Media API
• estimate_cost elestirelbilinc-sketch/vap-showcase — Estimate image generation cost
• estimate_video_cost elestirelbilinc-sketch/vap-showcase — Estimate video generation cost
• estimate_music_cost elestirelbilinc-sketch/vap-showcase — Estimate music generation cost
• check_balance elestirelbilinc-sketch/vap-showcase — Check account balance
• get_task elestirelbilinc-sketch/vap-showcase — Get task status by ID
• list_tasks elestirelbilinc-sketch/vap-showcase — List recent tasks
• list_cards geromendez199/Vento Remote MCP Connector — List all cards on a board
• list_boards geromendez199/Vento Remote MCP Connector — List all Vento boards
• get_card geromendez199/Vento Remote MCP Connector — Get details of a specific card
• get_sensor_value geromendez199/Vento Remote MCP Connector — Get the current value of a sensor card
• execute_action geromendez199/Vento Remote MCP Connector — Execute an action on a card
• get_board geromendez199/Vento Remote MCP Connector — Get details of a specific Vento board
• vento_list_boards geromendez199/Vento Remote MCP Connector — List all boards with name and description
• vento_get_board geromendez199/Vento Remote MCP Connector — Get complete board details
• search_docs grafana/mcp-doc-server — Search Grafana product documentation for relevant sections based on a query.
• get_doc_outline grafana/mcp-doc-server — Get the outline (table of contents) of a documentation page.
• list_products grafana/mcp-doc-server — List all products available in the documentation.
• get_doc grafana/mcp-doc-server — Retrieve the full content of a documentation page.
• health_check cleberfarias/DevScope MCP — Check the health of the development environment.
• search_code_context cleberfarias/DevScope MCP — Search the codebase for relevant context.
• scan_project cleberfarias/DevScope MCP — Scan the project to identify technologies, structure, and important files.
• analyze_current_branch cleberfarias/DevScope MCP — Analyze the current branch compared to the base branch.
• get_task_context cleberfarias/DevScope MCP — Get context for a specific task from AGENTS.md and project analysis.
• get_service_health cleberfarias/DevScope MCP — Retrieves the health status of a service in the ChatGuru plugin (MVP).
• introduce kollaborativeai/cccollab — Introduce the server and warn about version mismatches
• authenticate kollaborativeai/cccollab — Sign in with your KAI account to enable remote mode
• join_channel kollaborativeai/cccollab — Join a channel for collaboration
• send_message_to_topic kollaborativeai/cccollab — Send a message to a topic in a channel
• start_topic kollaborativeai/cccollab — Start a new topic in a channel
• user_tools alenthomas2468/ServiceNow FastMCP Server — Tools for managing ServiceNow users and groups
• script_include_tools alenthomas2468/ServiceNow FastMCP Server — Tools for managing ServiceNow script includes
• story_tools alenthomas2468/ServiceNow FastMCP Server — Tools for managing ServiceNow stories
• knowledge_base alenthomas2468/ServiceNow FastMCP Server — Tools for managing ServiceNow knowledge base articles
• incident_tools alenthomas2468/ServiceNow FastMCP Server — Tools for managing ServiceNow incidents
• workflow_tools alenthomas2468/ServiceNow FastMCP Server — Tools for managing ServiceNow workflows
• productive_search_capabilities borgels/mcp-server-productive — Search the registry for resources, filters, sorts, includes, actions, and report endpoints.
• productive_describe_resource borgels/mcp-server-productive — Return the exact contract for one resource: filters, sorts, includes, writable attributes, actions.
• productive_check_connection borgels/mcp-server-productive — Verify the connection to the Productive API and identify the token owner.
• productive_commit_operation borgels/mcp-server-productive — Commit a staged operation (from a two-step write) if unchanged.
• productive_track_time borgels/mcp-server-productive — Track time on a task or project.
• productive_status borgels/mcp-server-productive — Check the status of the per-user connection.
• productive_describe_custom_fields borgels/mcp-server-productive — Describe custom fields available for a resource.
• productive_get borgels/mcp-server-productive — Get a single record by ID.
• productive_create borgels/mcp-server-productive — Create a new record.
• productive_update borgels/mcp-server-productive — Update an existing record.
• productive_run_action borgels/mcp-server-productive — Run a named action on a record (archive, restore, approve, close, copy, finalize, send, etc.).
• productive_delete borgels/mcp-server-productive — Delete a record.
• productive_disconnect borgels/mcp-server-productive — Disconnect the per-user authentication.
• productive_connect borgels/mcp-server-productive — Connect a user account for per-user authentication.
• productive_list borgels/mcp-server-productive — List records of a resource with filters, sorts, includes, paging, and report endpoints.
• check_balances lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Get ETH balance and ERC-20 token balances for any wallet address on Base. Provide token addresses to check specific token balances alongside
• get_gas_estimate lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Estimate gas cost for a transaction on Base. Provide a to address and optional data/value
• get_base_gas_price lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Get current Base gas price and typical tx costs
• resolve_address lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Resolve ENS name to address (or reverse lookup)
• get_tx_status lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Check transaction status and details by hash
• get_token_info lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Get ERC-20 token details (name, symbol, supply, decimals)
• check_allowance lordbasilaiassistant-sudo/base-wallet-toolkit-mcp — Check token approval/allowance status

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