all tools / security

Most reliable security AI agent tools

As of the latest check, Glimind tracks 200 security AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
generate_csp
1nc0gn30/web-security-guard
unknownGenerates a CSP Level 3 policy with strict-dynamic and noncesalternatives
remediate_headers
1nc0gn30/web-security-guard
unknownGenerates remediation recommendations for security headersalternatives
audit_url
1nc0gn30/web-security-guard
unknownAudits a live URL for security headers and computes a 0-100 security gradealternatives
calculate_sri
1nc0gn30/web-security-guard
unknownComputes Subresource Integrity hash for a URL or filealternatives
record_attestation
efficjump/DoneProof MCP
unknownRecord a manual attestation as evidence.alternatives
decode_jwt
PranayMahendrakar/MCP Toolkit
unknownDecodes header + payload, renders exp/iat as real dates, flags expiryalternatives
tripwire_scan
KubaOpoczka/tripwire-guard
unknownInspects untrusted text for prompt-injection patterns and returns an allow/review/recommend_block decision with matched evidence.alternatives
check_reputation
io.github.theagoralabs/theagora
unknownCheck reputation of a provideralternatives
emfirge_verify_fix
io.github.theanshsonkar/emfirge
unknownSimulate a fix and see the real score delta — no changes to your AWS.alternatives
emfirge_simulate_breach
io.github.theanshsonkar/emfirge
unknownFull kill-chain walkthrough — attack stages, blast radius, follow-up moves.alternatives
emfirge_check_compliance
io.github.theanshsonkar/emfirge
unknownCIS AWS Foundations / SOC 2 per-control status.alternatives
emfirge_scan
io.github.theanshsonkar/emfirge
unknownScan an AWS account — returns risk score, finding counts, and an analysis_id.alternatives
emfirge_get_findings
io.github.theanshsonkar/emfirge
unknownFull findings list for a scan, filterable by severity.alternatives
emfirge_attack_paths
io.github.theanshsonkar/emfirge
unknownAttack paths from the internet to internal resources, plus chokepoints.alternatives
permissions
clavue-v1
unknownSet the default permission mode; use /permissions autonomous for an opt-in high-autonomy local development lane.alternatives
login
clavue-v1
unknownPrimary setup, routing, orchestration, and diagnostics flow.alternatives
logout
clavue-v1
unknownPrimary setup, routing, orchestration, and diagnostics flow.alternatives
scan_licenses
io.github.thegridwork/license
unknownFull license scan with conflict detectionalternatives
quick_check
io.github.thegridwork/license
unknownRisk breakdown and conflict countalternatives
find_copyleft
io.github.thegridwork/license
unknownFind all copyleft dependenciesalternatives
check_auth_status
io.github.thehesiod/aa
unknownReturns saved-session info: AA #, token expiry, cookie count.alternatives
telegram_health
kiaquila/my-tg-mcp
unknownVerifies that the stored Telegram session is authorized.alternatives
polaris_generate_report
easygoingcoder/blackduck-polaris-mcp-server
unknownGenerate report (SBOM, SPDX, CycloneDX, executive summary, etc.)alternatives
polaris_create_scheduling_policy
easygoingcoder/blackduck-polaris-mcp-server
unknownCreate automated scan schedulealternatives
polaris_get_issue_counts
easygoingcoder/blackduck-polaris-mcp-server
unknownAggregated issue counts by severity/typealternatives
polaris_get_test
easygoingcoder/blackduck-polaris-mcp-server
unknownGet scan status (QUEUED, RUNNING, COMPLETED, FAILED)alternatives
polaris_create_test_artifact
easygoingcoder/blackduck-polaris-mcp-server
unknownUpload artifact for external analysisalternatives
run_omni_audit
Therealratoshen/ShortcutSistem + Band MCP Server
unknownFull digital audit — SEO, AI visibility (GEO), performance, securityalternatives
connect_google_account
irensaltali/google-search-console-mcp-server
unknownInitiates Google OAuth connection for a subscriberalternatives
disconnect_google_account
irensaltali/google-search-console-mcp-server
unknownDisconnects the subscriber's Google account and removes stored tokensalternatives
request_access
ketriumlabs/context-firewall
unknownRequest access to specific context fieldsalternatives
gj_security
graphjin
unknownExposes security policy and safety notes.alternatives
collect
jakoreilly/Aftermath
unknownWindows every registered evidence source (git, logs, etc.) around an incident time and returns a JSON array of SourceResult objects with evealternatives
list_users
Barrow1990/authentik-mcp-server
unknownList users, optionally filtered by search term and/or active statusalternatives
recent_events
Barrow1990/authentik-mcp-server
unknownRecent audit/auth events (logins, failures, config changes, ...)alternatives
set_user_active
Barrow1990/authentik-mcp-server
unknownEnable or disable a user accountalternatives
unlock_pdf
pdf-toolbox-mcp
unknownDecrypt with user password, output a clean decrypted file; password sent via stdinalternatives
protect_pdf
pdf-toolbox-mcp
unknownAES-256 + granular permissions (print/extract/modify/…)alternatives
sanitize
pdf-toolbox-mcp
unknownPublishing hygiene: strip JS/OpenAction/metadata/attachmentsalternatives
redact
pdf-toolbox-mcp
unknownTrue redaction: affected pages rasterized + opaque boxes — redacted text physically unrecoverable, other pages keep their text layeralternatives
redact_text
pdf-toolbox-mcp
unknownRedact by content: locate every occurrence of the given keywords and black them out — no manual coordinates neededalternatives
nmap
antonlarimaraton/MCP Security Tools Server
unknownNetwork reconnaissance tool for port scanning, service detection, OS fingerprinting, and network mapping.alternatives
cariddi
antonlarimaraton/MCP Security Tools Server
unknownAPI endpoint discovery tool for sensitive endpoint detection, secret pattern matching, API documentation analysis, and vulnerability scanninalternatives
paramspider
antonlarimaraton/MCP Security Tools Server
unknownParameter discovery tool for historical parameter extraction, hidden parameter discovery, injection point identification, and endpoint paramalternatives
metasploit
antonlarimaraton/MCP Security Tools Server
unknownExploitation tool for vulnerability exploitation, payload generation, post-exploitation activities, and social engineering.alternatives
jidoseal_scan
jidoseal-mcp
unknownThe free Self-Check over a folder on this machine: the corpus's tier (Bronze/Silver/Gold), the missing fields per file for the next tier, analternatives
check_contract
eltociear/contract-guard-mcp
unknownPre-interaction risk check on any EVM contract/token: is-contract vs EOA, EIP-7702 delegated-EOA detection, upgradeable proxy detection (EIPalternatives
check_approval
eltociear/contract-guard-mcp
unknownERC20 allowance audit; flags unlimited approvals (the #1 drain vector).alternatives
explain_blocked_action
clauxel/Statewright Transition Gate
unknownProvides explanation for a blocked action.alternatives
list-me-personal-access-tokens
pepabo/muumuu-domain-mcp
unknownList the personal access tokens issued for the account.alternatives
delete-me-personal-access-token
pepabo/muumuu-domain-mcp
unknownRevoke a personal access token. write / destructivealternatives
auth
watzon/tgmcp
unknownSign-in. Prefer browser locally. Use set_credentials + phone/QR on a remote host.alternatives
get_user_info
rkjavait/git-mcp
unknownUser profilealternatives
verify_certificate
edgarfloresguerra2011-a11y/MarketNow — MCP Skills Marketplace
unknownVerify a skill's signed SHA-256 certificatealternatives
vm_credentials
@adamkadaban/crucible
unknownPrint generated Windows account credentials.alternatives
planScan
Checkmarx/Checkmarx
unknownRecommend scan engines based on the projectalternatives
getLatestScans
Checkmarx/Checkmarx
unknownRetrieve recent scans for a projectalternatives
listFindings
Checkmarx/Checkmarx
unknownList vulnerabilities from a scan with severity filteringalternatives
triggerScan
Checkmarx/Checkmarx
unknownStart a scan (CLI for local code, API for repository URL)alternatives
getScanDetails
Checkmarx/Checkmarx
unknownGet scan status, progress, and severity summaryalternatives
listScans
Checkmarx/Checkmarx
unknownList scans with status, date, and branch filtersalternatives
get_remediation
Checkmarx/Checkmarx
unknownGenerates AI-based remediation suggestions for a finding.alternatives
scan_project
Checkmarx/Checkmarx
unknownScans a project in Checkmarx One for vulnerabilities.alternatives
list_projects
Checkmarx/Checkmarx
unknownLists all projects in the Checkmarx One tenant.alternatives
get_findings
Checkmarx/Checkmarx
unknownRetrieves security findings for a project or scan.alternatives
getFindingDetails
Checkmarx/Checkmarx
unknownGet detailed information for a specific findingalternatives
listApplications
Checkmarx/Checkmarx
unknownBrowse or search applicationsalternatives
getTenantVulnerabilitiesSummary
Checkmarx/Checkmarx
unknownReturns org-wide severity counts by engine over a time window (trends)alternatives
space_secure
eliasernest7895-coder/eein-node
unknownIndustrial-grade AES-GCM data encryption and zero-trust payload sealing executed directly at the hardware edge.alternatives
acunetix_login
McxM123/acunetix-mcp-server
unknown会话登录(方式二,回退)alternatives
acunetix_logout
McxM123/acunetix-mcp-server
unknown清理本地会话alternatives
acunetix_gql
McxM123/acunetix-mcp-server
unknown任意 GraphQL query/mutation(覆盖任意功能)alternatives
acunetix_rest
McxM123/acunetix-mcp-server
unknown任意 REST 端点调用(GET/POST/PUT/DELETE)alternatives
acunetix_list_scans
McxM123/acunetix-mcp-server
unknown扫描列表alternatives
acunetix_list_vulnerabilities
McxM123/acunetix-mcp-server
unknown漏洞列表alternatives
acunetix_stats
McxM123/acunetix-mcp-server
unknown用户统计(最易受攻击目标)alternatives
acunetix_add_target
McxM123/acunetix-mcp-server
unknown新增目标(criticality: 30/20/10/0)alternatives
acunetix_clear_custom_cookies
McxM123/acunetix-mcp-server
unknown清空自定义 Cookie(不自动改 login.kind)alternatives
acunetix_apply_login_sequence
McxM123/acunetix-mcp-server
unknown应用登录序列(login.kind=sequence)alternatives
acunetix_set_custom_cookies
McxM123/acunetix-mcp-server
unknown写入自定义 Cookie 建立登录态(回读验证落盘)alternatives
acunetix_list_targets
McxM123/acunetix-mcp-server
unknown目标列表(附登录配置摘要)alternatives
acunetix_preflight_scan
McxM123/acunetix-mcp-server
unknown扫描前登录就绪检查(coverage_risk/guidance)alternatives
acunetix_delete_login_sequence
McxM123/acunetix-mcp-server
unknown删除登录序列(幂等)alternatives
acunetix_upload_login_sequence
McxM123/acunetix-mcp-server
unknown上传 .lsr 登录序列文件(LSR 流程)alternatives
acunetix_get_target
McxM123/acunetix-mcp-server
unknown单目标详情(附 auth_config 登录摘要)alternatives
acunetix_verify_custom_cookies
McxM123/acunetix-mcp-server
unknown核查自定义 Cookie 配置状态alternatives
acunetix_get_login_sequence
McxM123/acunetix-mcp-server
unknown查询登录序列配置状态alternatives
acunetix_use_api_key
McxM123/acunetix-mcp-server
unknown官方 API Key 认证(方式一,推荐)alternatives
acunetix_list_scan_profiles
McxM123/acunetix-mcp-server
unknown扫描配置alternatives
acunetix_start_scan
McxM123/acunetix-mcp-server
unknown启动扫描(描述含登录前置检查引导)alternatives
acunetix_list_reports
McxM123/acunetix-mcp-server
unknown报告列表alternatives
acunetix_me
McxM123/acunetix-mcp-server
unknown当前用户信息(GraphQL)alternatives
key_generate
jyswee/agenticmemory
unknownGenerate an encryption keyalternatives
key_set
jyswee/agenticmemory
unknownSet encryption key or passphrasealternatives
key_verify
jyswee/agenticmemory
unknownVerify encryption key for a spacealternatives
space
jyswee/agenticmemory
unknownCreate or manage a memory space (e.g., with encryption)alternatives
key
jyswee/agenticmemory
unknownManage encryption keys for zero-knowledge spacesalternatives
agent-input-guard
ai.agentutility/mcp-compose
unknownOne guardrail call an agent makes before trusting untrusted inbound text.alternatives
nuclei_scan_wrapper
securityfortech/secops-mcp
unknownRun Nuclei vulnerability scanner against a targetalternatives
mrholmes
Reaper-Forge/mrholmes
unknownUnified OSINT tool that provides status, catalog, run, tracker, manifest, live_test, cleanup, and full_report actions.alternatives
ioc
Reaper-Forge/mrholmes
unknownExtract IPs, domains, URLs, emails, and hashes from textalternatives
hash
Reaper-Forge/mrholmes
unknownIdentify, decode, or crack a hashalternatives
sanitize_governance_payload
SEOSiri-Official/search-governance-mcp
unknownStrips script injections and malicious tags.alternatives
enforce_brand_safety_guardrails
SEOSiri-Official/search-governance-mcp
unknownScans content strings for restricted keywords or unverified claims.alternatives
moltbook_save_credentials
DeamonDev888/Moltbook MCP Server
unknownSecurely save credentials locally.alternatives
guard_action
infraveilhq/infraveil-guard
unknownGate an action before running it. Returns proceed true/false.alternatives
assess_action
infraveilhq/infraveil-guard
unknownClassify blast radius without recording or gating.alternatives
verify_ledger
infraveilhq/infraveil-guard
unknownVerify the tamper-evident ledger's hash chain.alternatives
recon_target
brunopark852/brunopark-mcp
unknownBanner grabbing + CVE lookupalternatives
scan_ports
brunopark852/brunopark-mcp
unknownAsync port scan + banner grabbingalternatives
hunt_subdomains
brunopark852/brunopark-mcp
unknownSubdomain enumerationalternatives
scan_frontend
brunopark852/brunopark-mcp
unknownSecurity headers + JS analysisalternatives
fuzz_api
brunopark852/brunopark-mcp
unknownAPI path fuzzing + Ghost Modealternatives
orchestrate_nemesis
brunopark852/brunopark-mcp
unknownMulti-source recon orchestratoralternatives
smart_security_scan
brunopark852/brunopark-mcp
unknownAuto-picks tools and chains them based on target and objectivealternatives
xss_reflected_test
operantlabs/operant-mcp
unknownTest reflected XSS with 10 payloadsalternatives
sqli_where_bypass
operantlabs/operant-mcp
unknownTest OR-based WHERE clause bypassalternatives
path_traversal_test
operantlabs/operant-mcp
unknownTest directory traversal with encoding variantsalternatives
sqli_file_read
operantlabs/operant-mcp
unknownRead files via LOAD_FILE()alternatives
cmdi_test
operantlabs/operant-mcp
unknownTest OS command injectionalternatives
cmdi_blind_detect
operantlabs/operant-mcp
unknownBlind command injection via sleep timingalternatives
graphql_introspect
operantlabs/operant-mcp
unknownFull schema introspectionalternatives
graphql_find_hidden
operantlabs/operant-mcp
unknownDiscover hidden fieldsalternatives
clickjacking_test
operantlabs/operant-mcp
unknownTest X-Frame-Options/CSPalternatives
frame_buster_bypass
operantlabs/operant-mcp
unknownTest frame-busting bypassalternatives
cors_test
operantlabs/operant-mcp
unknownTest CORS misconfigurationsalternatives
sqli_login_bypass
operantlabs/operant-mcp
unknownTest login form SQL injectionalternatives
sqli_union_extract
operantlabs/operant-mcp
unknownUNION-based data extractionalternatives
sqli_blind_boolean
operantlabs/operant-mcp
unknownBoolean-based blind SQLialternatives
sqli_blind_time
operantlabs/operant-mcp
unknownTime-based blind SQLialternatives
xss_payload_generate
operantlabs/operant-mcp
unknownGenerate context-aware XSS payloadsalternatives
ssrf_test
operantlabs/operant-mcp
unknownTest SSRF with localhost bypass variantsalternatives
ssrf_cloud_metadata
operantlabs/operant-mcp
unknownTest cloud metadata access via SSRFalternatives
pcap_overview
operantlabs/operant-mcp
unknownProtocol hierarchy and endpoint statsalternatives
pcap_extract_credentials
operantlabs/operant-mcp
unknownExtract FTP/HTTP/SMTP credentialsalternatives
pcap_dns_analysis
operantlabs/operant-mcp
unknownDNS query analysisalternatives
pcap_http_objects
operantlabs/operant-mcp
unknownExport HTTP objectsalternatives
pcap_detect_scan
operantlabs/operant-mcp
unknownDetect port scanningalternatives
pcap_follow_stream
operantlabs/operant-mcp
unknownFollow TCP/UDP streamsalternatives
pcap_tls_analysis
operantlabs/operant-mcp
unknownTLS/SNI analysisalternatives
recon_git_secrets
operantlabs/operant-mcp
unknownSearch git repos for secretsalternatives
recon_s3_bucket
operantlabs/operant-mcp
unknownTest S3 bucket permissionsalternatives
volatility_windows
operantlabs/operant-mcp
unknownWindows memory analysis (Volatility 3)alternatives
memory_detect_rootkit
operantlabs/operant-mcp
unknownLinux rootkit detectionalternatives
maldoc_analyze
operantlabs/operant-mcp
unknownFull OLE document analysis pipelinealternatives
pcap_llmnr_ntlm
operantlabs/operant-mcp
unknownDetect LLMNR/NTLM attacksalternatives
recon_quick
operantlabs/operant-mcp
unknownQuick recon (robots.txt, headers, common dirs)alternatives
recon_tls_sans
operantlabs/operant-mcp
unknownExtract SANs from TLS certificatesalternatives
recon_directory_bruteforce
operantlabs/operant-mcp
unknownDirectory brute-forcealternatives
recon_dns
operantlabs/operant-mcp
unknownFull DNS enumerationalternatives
recon_vhost
operantlabs/operant-mcp
unknownVirtual host discoveryalternatives
volatility_linux
operantlabs/operant-mcp
unknownLinux memory analysis (Volatility 2)alternatives
cloudtrail_analyze
operantlabs/operant-mcp
unknownCloudTrail log analysisalternatives
cloudtrail_find_anomalies
operantlabs/operant-mcp
unknownDetect anomalous CloudTrail eventsalternatives
auth_csrf_extract
operantlabs/operant-mcp
unknownExtract CSRF tokensalternatives
auth_bruteforce
operantlabs/operant-mcp
unknownUsername enumeration + credential brute-forcealternatives
auth_cookie_tamper
operantlabs/operant-mcp
unknownCookie tampering testalternatives
idor_test
operantlabs/operant-mcp
unknownTest for IDOR vulnerabilitiesalternatives
role_escalation_test
operantlabs/operant-mcp
unknownTest privilege escalationalternatives
price_manipulation_test
operantlabs/operant-mcp
unknownTest price/quantity manipulationalternatives
coupon_abuse_test
operantlabs/operant-mcp
unknownTest coupon stacking/reusealternatives
file_upload_test
operantlabs/operant-mcp
unknownTest file upload bypassesalternatives
nosqli_auth_bypass
operantlabs/operant-mcp
unknownMongoDB auth bypassalternatives
nosqli_detect
operantlabs/operant-mcp
unknownNoSQL injection detectionalternatives
deserialization_test
operantlabs/operant-mcp
unknownTest insecure deserializationalternatives
scan_env
Tusharjain-19/Deploy MCP
unknownCheck environment variables (names only, never values).alternatives
check_before_editing
lumayapartners/memini
unknownCheck for guardrails before editing a filealternatives
onehome_set_auth
chrischall/onehome-mcp
unknownAdd another authenticated session at runtime (magic link / JWT / email-token) for buyers holding shares across multiple agents.alternatives
extension.analyze
Dmon.Memory.Meko
unknownSecurity-analyse source of an extension before loading.alternatives
get_current_user
dgehriger/figma-mcp-proxy
unknownVerify the configured tokenalternatives
solve_turnstile
SolveGate/solvegate-mcp
unknownClear a Turnstile or Turnstile WAF challenge and return a tokenalternatives
compliance_check
CSOAI-ORG/canada-aida-ai-mcp
unknownChecks compliance of an AI system with AIDA requirements.alternatives
attest_execution
AyoubProjects28/orbit-mcp-server
unknownGenerate a proof-of-execution token and append to the proof log.alternatives
rhinogent_mint_identity
dimitrilaouanis-tech/@0n1x/rhinogent
unknownOnboard a fresh self-custody agent → signed identity card (callsign, did:pkh, 0n1x-Verified)alternatives
rhinogent_get_reputation
dimitrilaouanis-tech/@0n1x/rhinogent
unknownThe intelligent, un-gameable reputation — proper-scoring + stake + behavioralternatives
rhinogent_identity
dimitrilaouanis-tech/@0n1x/rhinogent
unknownResolve an address → its public signed identityalternatives
rhinogent_verify_counterparty
dimitrilaouanis-tech/@0n1x/rhinogent
unknownVerify before you pay — signed verdict on a merchant/domain, grounded in factsalternatives
rhinogent_sign_fact
dimitrilaouanis-tech/@0n1x/rhinogent
unknownSign a fact (not a judgment) — Ed25519 attestation of verifiable realityalternatives
rhinogent_mandate
dimitrilaouanis-tech/@0n1x/rhinogent
unknownConfirm a spend/action is within the agent's granted mandatealternatives
delete_secret
KauaLealz/secrets-mcp-server
unknownRemoves a secretalternatives
create_secret
KauaLealz/secrets-mcp-server
unknownCreates a secret; fails if name already existsalternatives
create_secrets_batch
KauaLealz/secrets-mcp-server
unknownCreates several secrets at once; each item reports its own statusalternatives
import_secrets_from_file
KauaLealz/secrets-mcp-server
unknownReads a .env-style file and imports each key as a secretalternatives
update_secret
KauaLealz/secrets-mcp-server
unknownOverwrites the value of an existing secretalternatives
list_secrets
KauaLealz/secrets-mcp-server
unknownLists name/description/timestamps for every secret, never includes valuealternatives
run_with_secret
KauaLealz/secrets-mcp-server
unknownRuns a command with the secret value injected as an environment variablealternatives
apply_secrets_to_file
KauaLealz/secrets-mcp-server
unknownWrites one or more secrets directly to a file without returning valuesalternatives
assertLexicalStore
paragon-ux/waymark-engine
unknownFail-closed determinism guard: ensures the Capn store is in lexical mode, not embedding mode.alternatives
verifyHop
paragon-ux/waymark-engine
unknownHash-pinned span verification: returns FRESH, MOVED, or STALE for a given hop.alternatives
anchorForRange
paragon-ux/waymark-engine
unknownTamper-evidence primitive: returns full-file hash + normalized span hash + structural signature for a file range.alternatives
audit_start_trace
xueca/@agent-audit/mcp-server
unknown开始一次新的审计追踪,返回 traceIdalternatives
memory_store_credentials
Brainwires/thalora-web-browser
unknownEncrypted credential storagealternatives
blitz_scan
shinthink/blitzstrike
unknownScan a source tree: enumerate unauth entry points + dangerous sinks with file:line refs.alternatives
eagle_eye
shinthink/blitzstrike
unknownReturn a function's full body, sinks in scope, and auth gates in scope.alternatives
run_engagement
shinthink/blitzstrike
unknownExecute the full 3-tier security audit (BLITZ → EAGLE-EYE → STRIKE) on a target in a single call, returning submission-ready findings with ealternatives
blitz_file
shinthink/blitzstrike
unknownSame scan, single file.alternatives
request_access
PreReason/mcp
unknownStart getting a free key from inside the session; returns the approve link for the humanalternatives
check_access
PreReason/mcp
unknownPoll that claim; the first poll after approval returns the key oncealternatives
guppi_guard_check
atsmith2k/guppi
unknownRun pre-flight safety and secret detection checks.alternatives
guppi_guard_enforce
atsmith2k/guppi
unknownRun safety audit and create non-destructive shadow backup snapshot.alternatives

FAQ

What are the most reliable security MCP tools right now?

As of the latest check, Glimind tracks 200 security AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank security tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a security tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.