AI agent tool reliability // full index

Tools

glama/soofi-project/edc-mcp-server/update_asset_private_properties Update private asset properties
glama/soofi-project/edc-mcp-server/update_asset_data_address Update asset data address configuration
glama/soofi-project/edc-mcp-server/get_policy_definition Retrieve a specific policy by ID
glama/soofi-project/edc-mcp-server/delete_policy_definition Remove a policy definition
glama/soofi-project/edc-mcp-server/query_federated_catalog_sparql Execute SPARQL queries across federated catalogs
glama/soofi-project/edc-mcp-server/get_thing_description_for_dataset Retrieve Thing Description (WoT) for a dataset
glama/soofi-project/edc-mcp-server/get_contract_negotiation_by_agreement Find negotiation by agreement ID
glama/soofi-project/edc-mcp-server/create_transfer_process_http_push Start an HTTP push transfer
mcp-registry/io.github.samoradc/tetrad/evaluate Evaluate code using quadruple consensus (Codex, Gemini, Qwen) and return validation results.
mcp-registry/io.github.samoradc/tetrad/status Show the availability status of configured AI CLI tools (codex, gemini, qwen).
mcp-registry/io.github.samoradc/tetrad/history Show evaluation history from the ReasoningBank database.
glama/lazymac2x/regex-toolkit-api/regex_test Test regex with full match details
glama/lazymac2x/regex-toolkit-api/regex_replace Regex replace
glama/lazymac2x/regex-toolkit-api/regex_split Split by regex
glama/lazymac2x/regex-toolkit-api/regex_validate Validate syntax
glama/lazymac2x/regex-toolkit-api/regex_explain Plain English explanation
glama/lazymac2x/regex-toolkit-api/regex_escape Escape special characters
glama/lazymac2x/regex-toolkit-api/regex_patterns Common patterns library
glama/lazymac2x/regex-toolkit-api/regex_benchmark Performance benchmark
glama/leeheewon123/gift-finder-mcp-server/quick_gift 네이버 쇼핑 검색 API로 선물 상품을 추천합니다.
glama/leeheewon123/gift-finder-mcp-server/find_gift_pickup 받는 사람 집 주소 기준으로 카카오 로컬 API로 픽업 매장을 찾습니다.
glama/servation/memora-mcp/delete_card Remove a single card.
glama/servation/memora-mcp/edit_card Change a card's front and/or back.
glama/servation/memora-mcp/review_deck Open one deck for review (due cards first).
glama/servation/memora-mcp/study Review a whole category subtree, merged into one session.
glama/servation/memora-mcp/grade_card Record a review result and update the card's FSRS schedule (called by the UI).
glama/servation/memora-mcp/due_today Summarize what is due across all decks.
glama/servation/memora-mcp/rename_deck Rename a deck (also moves it in the category tree).
glama/servation/memora-mcp/delete_deck Remove a whole deck.
glama/servation/memora-mcp/create_deck Generate flashcards or cloze cards; reverse also adds back-to-front cards.
glama/servation/memora-mcp/create_quiz Generate multiple-choice questions.
npm/codesift-mcp/search_symbols Search for symbols (functions, classes, variables) by name or pattern
npm/codesift-mcp/get_knowledge_map Get a knowledge map of the codebase as Mermaid diagram
npm/codesift-mcp/trace_route Trace a route through the codebase and output Mermaid diagram
npm/codesift-mcp/get_file_outline Get a structural outline of a file (symbols, functions, classes)
npm/codesift-mcp/detect_communities Detect community structure in the codebase and output Mermaid diagram
npm/codesift-mcp/generate_report Generate a standalone HTML report with complexity, dead code, hotspots, communities
npm/codesift-mcp/search_text Search for text patterns in the codebase
npm/codesift-mcp/index_file Re-index a single file without full repo walk
npm/session-continuity/load_session Restores context — status, decisions, next steps, branch — at session start.
npm/session-continuity/pin_decision Records key architectural choices the moment they're made — persists even if save_session is never called.
npm/session-continuity/list_projects Shows all projects with session history and last-saved timestamps.
npm/session-continuity/delete_session_permanently Fully erases Claude's memory of a project — irreversible, no undo.
npm/session-continuity/save_session Captures a snapshot of what happened — status, decisions, next steps, blockers, branch.
glama/srbsa/diffgate/diffgate_check Review pending changes or a git range for risk-tiered findings.
glama/srbsa/diffgate/diffgate_init Initialize DiffGate configuration in the current repository.
glama/leonardoab1/qucs-mcp/run_simulation Run simulator.exe on a netlist, return the .dat results path
glama/leonardoab1/qucs-mcp/create_schematic Generate a .sch file and netlist from component definitions
glama/leonardoab1/qucs-mcp/read_simulation_results Parse a .dat file into structured numeric data
glama/leonardoab1/qucs-mcp/list_project_files List all files in a project
glama/leonardoab1/qucs-mcp/list_components Browse available component types from Qucs libraries
glama/leonardoab1/qucs-mcp/create_project Create a Qucs project directory under ~/.qucs
glama/guansuian/andon-sop-mcp-server/selectCategoryTreeList 查询 SOP 分类列表，返回分类 ID 和分类名称。
glama/guansuian/andon-sop-mcp-server/likeSelectMaterielList 按物料名称模糊分页查询物料，返回物料 ID、名称、编码。
glama/guansuian/andon-sop-mcp-server/uploadSop 上传 SOP 文件到 MES。
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_search_programs Find programs by CIP code or keyword across all institutions, ranked by median earnings. Accepts school-side filters (state, ownership, max
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_search_schools Search and filter institutions by name, location, type, size, and acceptance rate range. Returns core identity and cost metrics.
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_get_school Full institutional profile for one or more school IDs — costs, admissions, outcomes, aid, demographics, and completion rates.
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_compare_schools Normalized side-by-side comparison of 2–5 schools on a named topic. Returns percentile-ranked rows and relative deltas within the result set
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_get_programs All field-of-study programs at one school: 1-year post-graduation earnings (P25/median/P75), debt at graduation, and enrollment figures.
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_get_earnings Institution-level post-graduation earnings for one school — median and percentiles at 6, 8, and 10 years after entry, with optional gender b
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_value_analysis Workflow tool: parallel-fetches cost, debt, repayment, and earnings data, then computes ROI metrics — debt-to-earnings ratio, net price by i
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_lookup_cip Search Classification of Instructional Programs (CIP) codes by keyword or partial name. Served from embedded static data — no API call or ra
mcp-registry/io.github.cyanheads/college-scorecard-mcp-server/scorecard_list_fields Search the Scorecard field catalog by keyword. Returns matching field paths, descriptions, data types, and sort support. Use before passing
mcp-registry/io.github.sapientropic/aippocampus/hooks_lifecycle_uninstall Uninstall lifecycle hooks.
mcp-registry/io.github.sapientropic/aippocampus/hooks_prompt_uninstall Uninstall prompt hooks.
mcp-registry/io.github.sapientropic/aippocampus/plugin_install Install the AIppocampus plugin for a host (e.g., Codex).
mcp-registry/io.github.sapientropic/aippocampus/plugin_uninstall Uninstall the AIppocampus plugin for a host (e.g., Codex).
mcp-registry/io.github.sapientropic/aippocampus/update_status Check the status of AIppocampus updates and readiness labels.
mcp-registry/io.github.sapientropic/aippocampus/search Search source-backed conversation snippets by phrase, project cue, or time cue.
mcp-registry/io.github.sapientropic/aippocampus/update_apply Apply updates to a specific surface (e.g., hooks).
mcp-registry/io.github.sapientropic/aippocampus/onboard Onboard local history from a provider (Codex, Claude Code, or generic JSONL).
mcp-registry/io.github.sapientropic/aippocampus/import_conversation Import a conversation from a generic JSONL file.
glama/naryeo628/telegram-ask-mcp/ask_via_telegram Send a question to Telegram and wait for the user's answer (supports buttons, number input, or free text).
glama/naryeo628/telegram-ask-mcp/notify_telegram Send a one-way notification to Telegram without waiting for a reply.
glama/naryeo628/telegram-ask-mcp/check_config Check bot connection, target chat_id, and wait settings. Does not expose the token value.
npm/-theihtisham/agent-shadow-brain/global_recall Recall memories by project, agent, category, and keywords.
npm/-theihtisham/agent-shadow-brain/global_brief Generate a source-backed resume briefing for fresh sessions, account switches, context compaction, or handoffs.
npm/-theihtisham/agent-shadow-brain/global_audit Audit memory quality: source coverage, stale entries, duplicates, low-quality notes, recall health.
npm/-theihtisham/agent-shadow-brain/global_export Export memories as JSONL rows for evals, distillation, or local fine-tuning pipelines.
npm/-theihtisham/agent-shadow-brain/global_hygiene List concrete cleanup and learning actions for memory hygiene.
npm/-theihtisham/agent-shadow-brain/global_status Get live brain status: memory count, average quality, source coverage, stale memories, duplicates, recall eval score, recommended actions.
npm/-theihtisham/agent-shadow-brain/global_recall_scored Recall memories with blended confidence scoring (high/medium/low) based on keyword relevance, recency, importance, corroboration, and usage.
npm/-theihtisham/agent-shadow-brain/global_seed Create a verified memory seed draft that requires approval before writing to durable memory.
npm/-theihtisham/agent-shadow-brain/global_approve Approve a pending memory seed draft to write it to durable memory.
npm/-theihtisham/agent-shadow-brain/global_eval Evaluate recall quality for common agent tasks or custom queries.
mcp-registry/io.github.andylbrummer/math-mcp/symbolic_solve Solve symbolic equations
mcp-registry/io.github.andylbrummer/math-mcp/symbolic_simplify Simplify expressions
mcp-registry/io.github.andylbrummer/math-mcp/create_array Create arrays with various patterns
mcp-registry/io.github.andylbrummer/math-mcp/fft Fast Fourier transforms
mcp-registry/io.github.andylbrummer/math-mcp/ifft Inverse Fast Fourier transforms
mcp-registry/io.github.andylbrummer/math-mcp/optimize_function Function minimization
mcp-registry/io.github.andylbrummer/math-mcp/symbolic_diff Compute derivatives
mcp-registry/io.github.andylbrummer/math-mcp/matrix_multiply GPU-accelerated matrix multiplication
mcp-registry/io.github.andylbrummer/math-mcp/solve_linear_system Solve Ax = b
mcp-registry/io.github.andylbrummer/math-mcp/find_roots Find function roots
mcp-registry/io.github.andylbrummer/math-mcp/symbolic_integrate Compute integrals
glama/aanandharuban/zoho-analytics-mcp-server/query_data Executes a SQL SELECT query against a workspace table.
glama/aanandharuban/zoho-analytics-mcp-server/get_workspace_list Returns all workspaces in the organisation with their IDs and names.
glama/aanandharuban/zoho-analytics-mcp-server/search_views Searches for views (tables, charts, dashboards) within a workspace.

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