AI agent tool reliability // full index

Categories

data 129444 · knowledge 103489 · other 82602 · devops 50476 · search 47979 · finance 46869 · code 38375 · communication 34388 · productivity 33227 · files 31289 · media 31046 · security 29998 · retrieval 23345 · database 21507 · ml 16946 · browser 14715 · web 13748 · email 9732 · payments 4938 · calendar 4261 · analytics 3788 · blockchain 1782 · network 1716 · health 1625 · marketing 1255 · crm 1093 · storage 808 · memory 804 · research 710 · 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 288 · 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

• legal_uri_grammar kvasir-legal/kvasir-legal — Get the grammar for building legal URIs yourself.
• get_legal_objects kvasir-legal/kvasir-legal — Retrieve multiple legal objects at once by their canonical URIs.
• sefaz_ms_certidao_debitos_consultar mcp-dir/SEFAZ MS: Certidão Negativa de Débitos MCP — SEFAZ MS: Certidão Negativa de Débitos, consulta em fonte oficial.
• stress_test wanxinwanxin/riskprism — Applies factor shocks to a portfolio and returns stressed risk metrics.
• check_coverage wanxinwanxin/riskprism — Checks which tickers are covered by the model.
• get_model_info wanxinwanxin/riskprism — Returns metadata about the risk model (factors, universe, dates).
• get_portfolio_risk wanxinwanxin/riskprism — Computes portfolio risk decomposition (total vol, factor and specific contributions) for given weights.
• get_factor_exposures wanxinwanxin/riskprism — Returns factor exposures for a set of tickers.
• add_clip 12bijaya/kdenlive-mcp-server — Add a media clip to the timeline
• create_camera_push 12bijaya/kdenlive-mcp-server — Create a camera push effect on a clip
• save_project 12bijaya/kdenlive-mcp-server — Save the current project to a .kdenlive file
• save_project_as 12bijaya/kdenlive-mcp-server — Save the current project to a new .kdenlive file
• octopus_status octopusreview/Octopus MCP Server — Check the Octopus connection and show which organization the current API token belongs to. Use this to verify setup.
• octopus_review_changes octopusreview/Octopus MCP Server — Run an Octopus code review on a unified diff (uncommitted/working changes). Pass `diff` directly, or pass `repoPath` and Octopus will run `g
• octopus_ask octopusreview/Octopus MCP Server — Ask Octopus about your code or a past review (answers use your indexed repos + review history).
• sefaz_mg_nfce_resumida_consultar mcp-dir/SEFAZ MG NFC-e Resumida — SEFAZ MG: NFC-e Resumida, consulta em fonte oficial.
• get_work_item_comments ado-team-activity-mcp — Comments only. org required.
• discover_team_members ado-team-activity-mcp — List ADO Teams in a project, or fetch members of one team.
• apply_discovered_team ado-team-activity-mcp — Merge one team's members into config.
• refresh_roster ado-team-activity-mcp — Resync roster(s) from ADO. source='contributors' catches people NOT on any team. 'both' = union. Reports new joiners + departures.
• add_team_member ado-team-activity-mcp — Roster edit: add a team member.
• update_team_member ado-team-activity-mcp — Roster edit: update a team member.
• remove_team_member ado-team-activity-mcp — Roster edit: remove a team member.
• set_default_lookback_days ado-team-activity-mcp — Change the default day window.
• add_org ado-team-activity-mcp — Org-level edit: add an org.
• list_orgs ado-team-activity-mcp — What's configured (id, URL, project, tenant, team size).
• list_team_members ado-team-activity-mcp — Roster for one org or all orgs.
• get_teammate_activity ado-team-activity-mcp — One teammate's items over the window. Comments by default. If alias collides across orgs without org=, returns needs_disambiguation.
• get_team_activity ado-team-activity-mcp — Whole-roster sweep — one org or all. Per-org needs_reauth propagated.
• summarize_contributions ado-team-activity-mcp — Long-window aggregations: by-month gaps, ownership, cadence, active items, comment samples. Use for trend/perf/quarter questions.
• get_work_item ado-team-activity-mcp — One item — fields + last 10 revisions + comments. org required (IDs are per-org).
• remove_org ado-team-activity-mcp — Org-level edit: remove an org.
• get_customer FrancoMeneses/laserbox-mcp — Get customer details
• register_payment FrancoMeneses/laserbox-mcp — Register payment
• list_inventory FrancoMeneses/laserbox-mcp — List materials
• create_customer FrancoMeneses/laserbox-mcp — Create new customer
• list_quotes FrancoMeneses/laserbox-mcp — List quotes (filter by status)
• get_quote FrancoMeneses/laserbox-mcp — Get quote details
• create_quote FrancoMeneses/laserbox-mcp — Create quote with items
• list_customers FrancoMeneses/laserbox-mcp — List all customers
• approve_quote FrancoMeneses/laserbox-mcp — Approve quote (required before order)
• delete_quote FrancoMeneses/laserbox-mcp — Delete active quote
• convert_quote_to_order FrancoMeneses/laserbox-mcp — Convert approved quote to order
• get_order FrancoMeneses/laserbox-mcp — Get order details
• get_remision FrancoMeneses/laserbox-mcp — Get delivery note PDF
• list_payments FrancoMeneses/laserbox-mcp — List payments for order
• create_material FrancoMeneses/laserbox-mcp — Create new material
• add_lot FrancoMeneses/laserbox-mcp — Add lot to material
• list_suppliers FrancoMeneses/laserbox-mcp — List suppliers
• list_catalog_products FrancoMeneses/laserbox-mcp — List products
• create_catalog_product FrancoMeneses/laserbox-mcp — Create product
• get_rates FrancoMeneses/laserbox-mcp — Get cutting rates
• list_cutters FrancoMeneses/laserbox-mcp — List cutters
• list_users FrancoMeneses/laserbox-mcp — List LaserBox users
• health_check FrancoMeneses/laserbox-mcp — Server status
• inspect_shards HEP-KE/SLD MCP Server — List available SLD parquet shards and their bank structure.
• plot_weak_mixing HEP-KE/SLD MCP Server — Generate weak mixing angle summary plot.
• plot_event_shapes HEP-KE/SLD MCP Server — Generate event-shape distribution plots (thrust, sphericity, etc.).
• plot_angular_distributions HEP-KE/SLD MCP Server — Generate angular distribution plots (polar angle, etc.).
• get_bank_info HEP-KE/SLD MCP Server — Return schema and row counts for a specified bank in a shard.
• list_selection_presets HEP-KE/SLD MCP Server — List available selection presets for event selection.
• run_cutflow HEP-KE/SLD MCP Server — Run a selection preset and report cutflow statistics.
• select_hadronic_events HEP-KE/SLD MCP Server — Apply hadronic event selection and return event counts.
• extract_alr HEP-KE/SLD MCP Server — Extract the left-right asymmetry A_LR from selected hadronic events.
• measure_leptonic_asymmetry HEP-KE/SLD MCP Server — Measure leptonic forward-backward asymmetry for a given lepton flavor.
• plot_visible_mass HEP-KE/SLD MCP Server — Generate a visible mass distribution plot.
• godot_status blentz/godot-mcp — Reports the resolved Godot binary path, version, mono build status, display availability, project root, and C# assembly build status.
• read_project_config blentz/godot-mcp — Reads and parses the project.godot configuration file.
• godot_class_doc blentz/godot-mcp — Returns documentation for a specific Godot class.
• list_scenes blentz/godot-mcp — Lists all .tscn files in the project.
• validate_script blentz/godot-mcp — Validates a script file for syntax and semantic errors.
• build_csharp blentz/godot-mcp — Builds the C# solution for the project.
• run_tests blentz/godot-mcp — Runs the project's test suite.
• csharp_script_info blentz/godot-mcp — Returns information about a C# script, such as its class and methods.
• run_project blentz/godot-mcp — Runs the Godot project.
• capture_screenshot blentz/godot-mcp — Captures a screenshot of the running project.
• editor_state blentz/godot-mcp — Gets the current state of the Godot editor.
• read_scene blentz/godot-mcp — Reads and parses a .tscn scene file into a structured representation.
• write_scene blentz/godot-mcp — Writes a structured scene representation back to a .tscn file.
• read_resource blentz/godot-mcp — Reads and parses a .tres resource file into a structured representation.
• write_resource blentz/godot-mcp — Writes a structured resource representation back to a .tres file.
• read_script blentz/godot-mcp — Reads a GDScript or C# script file.
• write_script blentz/godot-mcp — Writes a GDScript or C# script file.
• write_project_config blentz/godot-mcp — Writes the project.godot configuration file.
• list_scripts blentz/godot-mcp — Lists all script files (.gd and .cs) in the project.
• list_resources blentz/godot-mcp — Lists all .tres files in the project.
• search_classes blentz/godot-mcp — Searches the Godot class reference for classes matching a query.
• validate_node_property blentz/godot-mcp — Validates a property value for a node in a scene.
• get_selected_node blentz/godot-mcp — Gets the currently selected node in the Godot editor.
• live_scene_tree blentz/godot-mcp — Gets the live scene tree from the Godot editor.
• open_scene_in_editor blentz/godot-mcp — Opens a scene in the Godot editor.
• execute_editor_script blentz/godot-mcp — Executes a script in the Godot editor.
• search_memory Lolaplex/agents-memory — Search across global and repository memory stores for relevant context
• add_memory Lolaplex/agents-memory — Add a new memory entry to the global or repository store
• get_project_memories Lolaplex/agents-memory — Retrieve all memories associated with a specific project or repository
• distill_batch Lolaplex/agents-memory — Process a batch of session logs or notes to extract durable facts and decisions
• map SolNine-Git/agentless-mcp — Build a repository map at any zoom level (directory tree, skeleton, line slice).
• path SolNine-Git/agentless-mcp — Find the shortest resolved path between two symbols.
• cycles SolNine-Git/agentless-mcp — Find module-level import cycles.
• slice SolNine-Git/agentless-mcp — Get a line slice of a file.

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