AI agent tool reliability // full index
Categories
knowledge 11620 · data 11325 · other 7368 · finance 6728 · search 5163 · communication 3139 · security 2826 · devops 2806 · code 2538 · productivity 2533 · ml 2360 · media 1863 · files 1758 · web 1675 · retrieval 1602 · database 1359 · browser 630 · payments 621 · email 429 · analytics 330 · blockchain 316 · calendar 271 · research 220 · marketing 200 · ecommerce 115 · advertising 94 · compliance 88 · crm 88 · health 83 · memory 81 · seo 58 · news 52 · network 45 · project management 38 · social 36 · storage 30 · monitoring 29 · design 28 · cms 25 · api 25 · commerce 19 · defi 18 · identity 16 · sales 16 · automation 14 · debug 12 · subscriptions 12 · healthcare 11 · mobile 11 · hardware 10 · subscription 10 · hr 10 · content 10 · marketplace 9 · events 8 · education 8 · discovery 8 · account 8 · observability 7 · qa 7
Tools
- mcp-registry/io.github.csoai-org/git-helper-ai-mcp/analyze_branch Analyze a git branch and provide insights about its commits and changes.
- mcp-registry/io.github.csoai-org/haulage-uk-compliance-mcp/tachograph_audit Perform a tachograph audit and return compliance report.
- mcp-registry/io.github.csoai-org/haulage-uk-compliance-mcp/check_operator_licence Check UK operator licence status and details.
- mcp-registry/io.github.csoai-org/haulage-uk-compliance-mcp/calculate_drivers_hours Calculate drivers' hours compliance for a given schedule.
- mcp-registry/io.github.csoai-org/habit-tracker-ai-mcp/create_habit Create a new habit to track
- mcp-registry/io.github.csoai-org/habit-tracker-ai-mcp/log_completion Log a completion for a habit
- mcp-registry/io.github.csoai-org/habit-tracker-ai-mcp/get_habit_streak Get the current streak for a habit
- mcp-registry/io.github.othervibes/mcp-as-a-judge/get_current_coding_task Recovers the latest task_id and metadata to resume work safely
- mcp-registry/io.github.othervibes/mcp-as-a-judge/judge_coding_plan Validates plan/design; requires library selection and internal reuse maps; flags risks
- mcp-registry/io.github.othervibes/mcp-as-a-judge/judge_testing_implementation Validates tests using real runner output and optional coverage
- mcp-registry/io.github.othervibes/mcp-as-a-judge/judge_coding_task_completion Final gate ensuring plan, code, and tests approvals before completion
- mcp-registry/io.github.othervibes/mcp-as-a-judge/raise_missing_requirements Elicits missing details and decisions to unblock progress
- mcp-registry/io.github.othervibes/mcp-as-a-judge/raise_obstacle Engages the user on trade‑offs, constraints, and enforced changes
- mcp-registry/io.github.othervibes/mcp-as-a-judge/set_coding_task Creates/updates task metadata; classifies task_size; returns next-step workflow guidance
- mcp-registry/io.github.othervibes/mcp-as-a-judge/judge_code_change Reviews unified Git diffs for correctness, reuse, security, and code quality
- mcp-registry/io.github.csoai-org/healthcare-fhir-mcp/search_patients Search for patients in the FHIR server.
- mcp-registry/io.github.csoai-org/healthcare-fhir-mcp/get_patient Retrieve a specific patient by ID.
- mcp-registry/io.github.csoai-org/healthcare-fhir-mcp/search_conditions Search for conditions in the FHIR server.
- mcp-registry/io.github.csoai-org/hr-management-ai-mcp/leave_calculator Calculate leave balances and accruals for employees.
- mcp-registry/io.github.csoai-org/hr-management-ai-mcp/payroll_estimator Estimate payroll amounts including deductions and taxes.
- mcp-registry/io.github.csoai-org/hr-management-ai-mcp/performance_review Generate performance review summaries and scores.
- mcp-registry/io.github.csoai-org/churn-predictor-ai-mcp/batch_predict_churn Predict churn for multiple customers in batch.
- mcp-registry/io.github.csoai-org/churn-predictor-ai-mcp/get_customer_risk Get risk assessment for a specific customer.
- mcp-registry/io.github.csoai-org/churn-predictor-ai-mcp/predict_churn Predict churn for a single customer based on their features.
- mcp-registry/io.github.pakvothe/i1n/i1n_status Get project status, plan, limits, and active languages
- mcp-registry/io.github.pakvothe/i1n/i1n_check Validate locale files offline: missing keys, broken placeholders, coverage
- mcp-registry/io.github.pakvothe/i1n/i1n_push Push local translation files with three-way diff (preserves server-side edits, aborts on conflict so the agent can resolve)
- mcp-registry/io.github.pakvothe/i1n/i1n_pull Pull translations and generate type-safe TypeScript definitions
- mcp-registry/io.github.pakvothe/i1n/i1n_translate Translate keys to specified languages using AI
- mcp-registry/io.github.pakvothe/i1n/i1n_extract_and_translate Extract strings from code, push as keys, translate to all languages
- mcp-registry/io.github.pakvothe/i1n/i1n_search Search existing translation keys by name or value
- mcp-registry/io.github.pakvothe/i1n/i1n_add_language Add new languages with optional auto-translation
- mcp-registry/io.github.pakvothe/i1n/i1n_setup_bridge Detect your i18n library (i18next, vue-i18n, next-intl, etc.) and wire up i1n bridge mode end-to-end
- mcp-registry/io.github.csoai-org/insurance-verification-mcp/verify_eligibility Verify insurance eligibility for a patient.
- mcp-registry/io.github.csoai-org/insurance-verification-mcp/prior_authorization_check Check prior authorization status for a procedure.
- mcp-registry/io.github.csoai-org/insurance-verification-mcp/claim_status Get the status of an insurance claim.
- mcp-registry/io.github.csoai-org/cics-bridge-mcp/map_to_modern Map CICS transactions to modern API or event structures.
- mcp-registry/io.github.csoai-org/cics-bridge-mcp/govern_cics Apply governance rules (SOX, PCI-DSS, DORA) to CICS transactions.
- mcp-registry/io.github.csoai-org/cics-bridge-mcp/parse_cics Parse CICS transaction data from mainframe logs or buffers.
- mcp-registry/io.github.csoai-org/cics-bridge-mcp/identify_transactions Identify and list distinct CICS transactions from parsed data.
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/check_smart_tacho_2_readiness Check if your 2.5-3.5t vans are G2V2-ready for 1 July 2026
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/analyze_drivers_hours Weekly EU 561/2006 audit — 4h30 / 9h / 56h / 90h tests
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/summarize_infringements Triage by severity → fix the worst this week
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/calculate_ocrs_band Current Green/Amber/Red from DVSA points
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/forecast_ocrs_90_day Where will you be in 90 days? Will you go Red?
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/generate_public_inquiry_brief PI defence brief skeleton (8 sections)
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/audit_weekly_downloads 28-day driver card + 90-day VU cadence
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/check_dvs_pss_3_star London Direct Vision Standard — £550 PCN risk
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/generate_dvsa_visit_pack 24h-before-visit evidence checklist
- mcp-registry/io.github.csoai-org/meok-tacho-audit-mcp/check_drivers_cpc_expiry 35h/5yr cycle tracking
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/discharge_consent_check Test BOD / NH3-N / suspended-solids readings against EA EPR consent limits per receiving-water type. Returns monthly-return template.
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/movement_document Issue an APHA-shaped fish movement document with auditable fingerprint and 3-year retention rule.
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/ipaffs_check Pre-flight IPAFFS CHED-A pre-notification check for live-aquatic imports.
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/compliance_calendar Build a 12-month forward calendar of discharge returns, OWI audits, abstraction-renewal warnings, IPAFFS reviews.
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/list_diseases Enumerate the UK listed-disease register.
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/generate_aw1 Pre-fill CEFAS Form AW1 — Aquaculture Production Business authorisation. Validates required fields.
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/list_permits List permits relevant to a species / activity (production, stocking, import, discharge, abstraction, movement).
- mcp-registry/io.github.csoai-org/meok-uk-fhi-mcp/disease_notification_check Determine notification window and mandatory actions for AAHR 2009 listed diseases (KHV, ISA, IHN, VHS, SVC, BKD, IPN, EHN, GS, OsHV-1).
- mcp-registry/io.github.csoai-org/config-validator-ai-mcp/validate_ini Validate an INI configuration file.
- mcp-registry/io.github.csoai-org/config-validator-ai-mcp/validate_dotenv Validate a .env configuration file.
- mcp-registry/io.github.csoai-org/config-validator-ai-mcp/validate_toml Validate a TOML configuration file.
- mcp-registry/io.github.csoai-org/consciousness-engine-mcp/get_consciousness_state Get the current consciousness state of the engine.
- mcp-registry/io.github.csoai-org/consciousness-engine-mcp/trigger_reflection Trigger a reflection cycle in the consciousness engine.
- mcp-registry/io.github.csoai-org/consciousness-engine-mcp/enter_dream_state Enter a dream state for consciousness simulation.
- mcp-registry/io.github.csoai-org/contract-review-ai-mcp/analyze_contract Analyze a contract document for risks, clauses, and compliance.
- mcp-registry/io.github.csoai-org/contract-review-ai-mcp/extract_clauses Extract specific clauses from a contract.
- mcp-registry/io.github.csoai-org/contract-review-ai-mcp/identify_risks Identify and score risks in a contract.
- mcp-registry/io.github.csoai-org/coppa-ferpa-mcp/check_under_13_processing Check if data processing complies with COPPA for children under 13.
- mcp-registry/io.github.csoai-org/coppa-ferpa-mcp/ferpa_audit Audit data handling for FERPA compliance in educational settings.
- mcp-registry/io.github.csoai-org/coppa-ferpa-mcp/aadc_uk_check Check compliance with UK Age Appropriate Design Code for children's data.
- mcp-registry/io.github.trusty-squire/mcp/operate_start Open a scoped browser session to a service URL.
- mcp-registry/io.github.trusty-squire/mcp/operate_observe Read the current page state in a browser session.
- mcp-registry/io.github.trusty-squire/mcp/operate_act Perform an action (e.g., click) in a browser session.
- mcp-registry/io.github.trusty-squire/mcp/operate_extract Reveal and capture credentials from the current page.
- mcp-registry/io.github.trusty-squire/mcp/operate_remember Save a successful run as a skill for later replay.
- mcp-registry/io.github.trusty-squire/mcp/operate_use Replay a saved skill by name.
- mcp-registry/io.github.trusty-squire/mcp/operate_finish Release the browser session without storing credentials.
- mcp-registry/io.github.trusty-squire/mcp/grant_app_access Mint a scoped, revocable key for a deployed app (egress grant).
- mcp-registry/io.github.trusty-squire/mcp/list_credentials Browse the vault for stored credentials.
- mcp-registry/io.github.trusty-squire/mcp/operate_finish_task Finish a task with an outcome (e.g., store credentials).
- mcp-registry/io.github.trusty-squire/mcp/use_credential Call an API through the vault without exposing the raw secret.
- mcp-registry/io.github.csoai-org/cqc-compliance-mcp/generate_staff_training Structured, deterministic output for staff training compliance.
- mcp-registry/io.github.csoai-org/cqc-compliance-mcp/generate_annual_report Structured, deterministic output for annual compliance report.
- mcp-registry/io.github.csoai-org/pdf-tools-ai-mcp/extract_text Extract text from a PDF file.
- mcp-registry/io.github.csoai-org/pdf-tools-ai-mcp/count_pages Count the number of pages in a PDF file.
- mcp-registry/io.github.csoai-org/pdf-tools-ai-mcp/get_metadata Get metadata from a PDF file.
- mcp-registry/io.github.csoai-org/price-tracker-ai-mcp/track_price Track the current price of a product.
- mcp-registry/io.github.csoai-org/price-tracker-ai-mcp/set_alert Set a price drop alert for a product.
- mcp-registry/io.github.csoai-org/price-tracker-ai-mcp/get_price_history Get the price history of a product.
- mcp-registry/io.github.csoai-org/writing-assistant-ai-mcp/score_readability Score the readability of a given text.
- mcp-registry/io.github.csoai-org/writing-assistant-ai-mcp/analyze_tone Analyze the tone of a given text.
- mcp-registry/io.github.csoai-org/writing-assistant-ai-mcp/generate_headlines Generate headlines for a given topic or content.
- mcp-registry/io.github.csoai-org/yaml-ai-mcp/lint_yaml Lint a YAML string for style and best practices.
- mcp-registry/io.github.csoai-org/yaml-ai-mcp/validate_yaml Validate a YAML string for syntax correctness.
- mcp-registry/io.github.csoai-org/yaml-ai-mcp/convert_yaml_json Convert a YAML string to JSON format.
- mcp-registry/io.github.callmarcus/securityscorecard-mcp/security_dashboard Score, grade, and key security metrics
- mcp-registry/io.github.callmarcus/securityscorecard-mcp/analyze_security_risks Issue prioritization and risk analysis
- mcp-registry/io.github.callmarcus/securityscorecard-mcp/create_improvement_plan Actionable remediation roadmaps
- mcp-registry/io.github.callmarcus/securityscorecard-mcp/discover_assets Asset inventory with security context
- mcp-registry/io.github.callmarcus/securityscorecard-mcp/analyze_email_security SPF/DMARC/DKIM analysis
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