AI agent tool reliability // full index

Categories

data 129413 · knowledge 103475 · other 82552 · devops 50464 · search 47967 · finance 46835 · code 38374 · communication 34384 · productivity 33225 · files 31284 · media 31033 · security 29993 · retrieval 23350 · database 21506 · ml 16941 · browser 14715 · web 13743 · email 9731 · payments 4937 · calendar 4261 · analytics 3788 · blockchain 1782 · 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

• list_btp_services SAP BTP — What BTP services exist in the global catalog?
• get_btp_service_plans SAP BTP — What plans does service X have? Are any free?
• list_btp_instances SAP BTP — What is running in my subaccount? Is it healthy?
• get_btp_destinations SAP BTP — What external connections are configured?
• recommend_btp_service SAP BTP — Given a use case, what service should I use?
• sketchxflow_edit @sketchxflow/mcp — Natural-language change to one page section/component (brand-locked).
• sketchxflow_design_page @sketchxflow/mcp — Generate one page. Omit project_id → new project; pass one → add a brand-consistent page to it.
• sketchxflow_clarify @sketchxflow/mcp — Interview the user (free) to build the brief before designing — returns the next question + a ready-to-use design_prompt.
• sketchxflow_design_creative @sketchxflow/mcp — Generate a fixed-canvas creative — flyer, poster, Instagram post/story, X/LinkedIn post, or YouTube thumbnail. Returns a preview + rendered
• sketchxflow_get_code @sketchxflow/mcp — Return a page's full HTML (Tailwind inline) so the agent can implement/adapt it in your stack.
• sketchxflow_get_image @sketchxflow/mcp — Return a rendered PNG of a page so the agent can see how the design looks and visually verify it.
• sketchxflow_get_project @sketchxflow/mcp — Get status of a project.
• sketchxflow_list_projects @sketchxflow/mcp — List projects.
• sketchxflow_list_models @sketchxflow/mcp — List the LLM models you can pass as model, with cost/speed and whether your plan can use each one. Free.
• lsp_hover localant — Get hover info.
• read_file_range localant — Read a specific range of lines from a file.
• glob localant — Find files matching a glob pattern.
• read localant — Read a file's contents.
• grep localant — Search for a pattern in files.
• list_files localant — List files in a directory.
• get_file_info localant — Get metadata about a file.
• apply_patch localant — Apply a unified diff patch.
• write localant — Write content to a file.
• multi_edit localant — Apply multiple edits to a file.
• copy_file localant — Copy a file.
• delete_file localant — Delete a file.
• move_file localant — Move or rename a file.
• create_directory localant — Create a directory.
• bash localant — Run a shell command.
• shell_run_background localant — Run a shell command in the background.
• shell_get_output localant — Get output of a background shell process.
• shell_stop localant — Stop a background shell process.
• command_exists localant — Check if a command exists.
• git_status localant — Show git status.
• git_diff localant — Show git diff.
• edit localant — Edit a file by replacing a string.
• git_add localant — Stage files.
• git_commit localant — Commit staged changes.
• git_restore localant — Restore files.
• git_stash localant — Stash changes.
• git_reset localant — Reset git state.
• git_apply_patch localant — Apply a patch to git.
• git_is_dirty localant — Check if working tree is dirty.
• project_run_tests localant — Run project tests.
• project_run_lint localant — Run project linter.
• project_run_typecheck localant — Run project typecheck.
• project_run_build localant — Run project build.
• project_run_validation localant — Run project validation.
• project_get_package_scripts localant — Get package scripts.
• lsp_status localant — Get LSP server status.
• lsp_diagnostics localant — Get LSP diagnostics.
• lsp_document_symbols localant — Get document symbols.
• lsp_go_to_definition localant — Go to definition.
• lsp_find_references localant — Find references.
• lsp_rename_symbol localant — Rename symbol.
• approval_request localant — Request human approval for an action.
• autopilot localant — Delegate a natural-language task to an automation backend.
• get_author_keywords Academic Author Network — Get research keywords/areas for a given author from Google Scholar.
• get_coauthors Academic Author Network — Get all co-authors for a given author.
• list_instance_types io.github.x7even/cloudcostsmcp — Available instance types with vCPU/memory filters
• get_spot_history io.github.x7even/cloudcostsmcp — Registered but not implemented; returns a structured 'not available' response.
• get_discount_summary io.github.x7even/cloudcostsmcp — Account-wide RI / Savings Plan / CUD utilisation (requires credentials)
• estimate_unit_economics io.github.x7even/cloudcostsmcp — Estimate unit economics (cost per user, cost per request) for a given workload.
• estimate_bom io.github.x7even/cloudcostsmcp — TCO for a multi-resource Bill of Materials
• refresh_cache io.github.x7even/cloudcostsmcp — Invalidate pricing cache
• search_pricing io.github.x7even/cloudcostsmcp — Deprecated redirect from v0.8.x, kept for backward compatibility.
• get_prices_batch io.github.x7even/cloudcostsmcp — Prices for multiple instance types in one call (concurrent)
• get_price io.github.x7even/cloudcostsmcp — Unified pricing dispatcher — compute, storage, database, AI, networking, serverless, analytics, observability
• compare_prices io.github.x7even/cloudcostsmcp — Compare a spec across multiple regions with optional baseline deltas
• describe_catalog io.github.x7even/cloudcostsmcp — Full support matrix or targeted field guidance + copy-paste example_invocation for get_price
• list_regions io.github.x7even/cloudcostsmcp — All regions with friendly names
• find_cheapest_region io.github.x7even/cloudcostsmcp — Cheapest region for any service spec, concurrently
• find_available_regions io.github.x7even/cloudcostsmcp — Every region where a service is available, sorted by price
• cache_stats io.github.x7even/cloudcostsmcp — Cache entry counts and DB size
• compare_bom io.github.x7even/cloudcostsmcp — Compare a multi-resource workload across AWS, GCP, and Azure with on-demand and committed pricing.
• parse_pdf_sync risha-max/0xPdf MCP — Schema-first sync parse of a PDF into JSON
• parse_pdf_stream risha-max/0xPdf MCP — Streaming parse of a PDF (SSE)
• list_schemas risha-max/0xPdf MCP — List saved schemas
• get_pricing_current risha-max/0xPdf MCP — Get current balance and pricing
• submit_parse_job risha-max/0xPdf MCP — Submit an async parse job
• wait_for_job_completion risha-max/0xPdf MCP — Wait for an async parse job to complete
• create_schema risha-max/0xPdf MCP — Create a saved schema
• generate_schema_from_description risha-max/0xPdf MCP — Generate a schema from a natural language description (wallet debit)
• health_check risha-max/0xPdf MCP — Check server liveness
• service_info lightwheel10/mdapi-mcp — Service + pricing details.
• html_to_markdown lightwheel10/mdapi-mcp — URL or raw HTML → clean, LLM-ready Markdown. `render: true` executes the page in a real headless browser first (JS-rendered SPAs).
• extract_page lightwheel10/mdapi-mcp — URL or raw HTML → structured JSON: title, byline, excerpt, links, images, meta.
• convert_to_cnf io.github.ZohaibCodez/discrete-structures — Conjunctive Normal Form conversion
• convert_to_dnf io.github.ZohaibCodez/discrete-structures — Disjunctive Normal Form conversion
• evaluate_boolean io.github.ZohaibCodez/discrete-structures — Evaluate boolean expressions with truth tables
• generate_truth_table io.github.ZohaibCodez/discrete-structures — Complete truth table generation
• simplify_boolean io.github.ZohaibCodez/discrete-structures — Boolean algebra simplification
• gcd_lcm io.github.ZohaibCodez/discrete-structures — Greatest Common Divisor & Least Common Multiple
• modular_arithmetic io.github.ZohaibCodez/discrete-structures — Modular operations (add, multiply, power)
• visualize_quick_sort io.github.ZohaibCodez/discrete-structures — O(n log n) divide-and-conquer
• visualize_bfs_dfs io.github.ZohaibCodez/discrete-structures — Graph traversal algorithms
• caesar_cipher io.github.ZohaibCodez/discrete-structures — Classical shift cipher (educational)
• vigenere_cipher io.github.ZohaibCodez/discrete-structures — Polyalphabetic substitution
• rsa_encrypt_decrypt io.github.ZohaibCodez/discrete-structures — RSA public-key cryptography
• visualize_dijkstra io.github.ZohaibCodez/discrete-structures — Shortest path in weighted graphs

more →