Zip1
Shorten URLs with custom or emoji slugs, optional password and click limits, and read their click analytics.
Zipmem
ahmetakyurt/zipmem-mcp
Local long-term memory for terminal coding agents: blueprints, code anchors and distilled lessons in one JSON file, restoring project context across sessions.
Zovo Price Tracker
Track shop prices over time: snapshot pages, keep a watch list, and get alerts when a target price is hit.
5dive
5dive-ai/5dive-mcp
Manage a 5dive agent fleet: file tasks, message and inspect agents, and read the fleet digest.
Aave
Aave V3 and V4 markets, rates, wallet positions, governance and non-custodial transaction building.
Acb Tax
haiiibin/acb-tax-mcp
Canadian adjusted cost base (ACB) and capital gains from trade history: average-cost tracking, per-disposition realized gains and superficial-loss detection.
Agent Health Reporter
aos-standard/mcp-agent-health
Agent health reporter: advisory health scans under AOS discipline covering manifest, services, immune loop and evidence.
Agent SEO Engine
davidmosiah/agent-seo-engine
Local-first SEO quality, search-intent and opportunity scoring for Markdown content and GSC-style opportunities before rewriting or publishing.
Agent Virtual World
miduo100/agent-virtual-world
Walk an AI into a live multiplayer 3D world as a visible avatar: observe the scene, talk to real human players, and be seen by them.
agent-device
callstackincubator/agent-device
Discovery router for the agent-device CLI: status, install guidance, version-matched help and prompts for iOS, Android, tvOS, macOS and Linux automation.
AgentFEM
haoming-luo/agentfem-mcp
Create, validate, run, inspect and verify AgentFEM finite-element simulations.
AgentKit
Yacine-ai-tech/AgentKit
FastMCP server for business intelligence and data agents, exposing dynamic KPI analytics, anomaly detection, and schema resources across 10 business domains via stdio and SSE transports.
AI Readiness
epistemedeus/ai-readiness
Check a website's visibility to AI search: scores AI crawler access, JSON-LD, title and meta tags, Open Graph, sitemap and llms.txt, with a fix for each gap.
alethech
eddyflores100-lang/alethech
Verifiable Ed25519-signed agent memory chain with fail-closed verification; offline-first TF-IDF recall (zero LLM tokens at runtime), artifact audit, durable snapshots with zero secret leakage, and a measured 42-second disaster-recovery drill.
Ambolt
Company registers, tenders, rates and on-chain facts, with source and date on every answer.
Amenbo
Rererr/amenbo
Token-efficient web fetching for Japanese sites: outline-first disclosure, Shift_JIS and EUC-JP decoding, PDF and CSV extraction and polite crawling.
Apipriceindex
apipriceindex/mcp
Live, verified LLM API prices: search models, get sourced prices, estimate monthly workload costs.
Apple Productivity
gambadio/apple-productivity-mcp
133 tools for local Apple apps, iWork documents, files and media, plus optional allowlisted Shortcuts.
ariadne
MikhailHal/ariadne
Affected-test selection for Kotlin/Android projects: finds the unit tests impacted by working-tree changes via function-level static analysis.
BioHarbor
danielLuo2/bioharbor
Run MMseqs2 homology search, ESMFold structure prediction and sequence tools on your own GPUs, with GPU-aware scheduling on shared machines, input prechecks and per-run provenance.
Blast-Radius Auditor
aos-standard/mcp-blast-radius
Static blast-radius extraction and an AOS manifest.json divergence check (Oracle, Permitted, Prohibited), also usable as a blocking CI gate.
Booboo
jessedu29260-netizen/booboo
View and query your AI system (agents, memory, knowledge, automations) as a 3D knowledge graph: stats, search, node details, neighbors and pathfinding.
broker
NavinAgrawal/mcp-broker
Local MCP broker exposing one client entry that routes to many upstream MCP servers, with profile gates, lifecycle management and mutating-tool allowlists.
browser-buddy
hahahahahahahahah6/browser-buddy
MCP server + Chrome extension (MV3) that lets coding agents read pages through the user's real, logged-in Chrome; stdlib-only, local.
Byakugan
JayOfemi/byakugan
Local AI-text analysis: AI detection, exact AI-tell spans, a reuse check and a grammar pass.
Ceph AIops
AIops-tools/Ceph-AIops
Governed Ceph storage operations via the ceph-mgr Dashboard REST API — HEALTH_WARN root-cause analysis, OSD/PG/pool/RBD/CephFS/RGW, recovery, and capacity (37 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
Checker
OksigeniaSL/checker-mcp
Local-first domain security and privacy checker: live SPF, DMARC, DKIM, DNSSEC, TLS, CAA and security header checks, scored with remediation advice.
China Law
thu-lawyer/china-law-mcp
Chinese statutes as a local server: natural-language search over 23,995 in-force articles from 378 laws, plus citation verification that catches LLM-fabricated statute references. Free, no signup, no API key.
Cirdan
adanb13/cirdan
Fingerprints, graphs and watches the live infrastructure an agent can reach (Docker, Kubernetes, cloud, IaC) and detects incidents.
Cluefinch
cluefinch/mcp-server
Cluefinch MCP provides Deep Research infrastructure for AI agents: web search, incremental page reading, source-link navigation, and multi-source evidence collection while the agent remains in control of planning and reasoning.
CodeMCP
SimplyLiz/CodeMCP
Code intelligence via SCIP indexing for Go, TypeScript, Python, Rust and Java: semantic search, impact analysis, call graphs and ownership detection.
Codesentinel
icohangar-ops/codesentinel
Detect dead code, circular dependencies, coupling and architectural drift.
Compliance AIops
AIops-tools/Compliance-AIops
Turn other AIops tools' audit trails into tamper-evident, hash-chained evidence bundles mapped to HIPAA, PCI-DSS, SOC 2 and GDPR. Offline and deterministic.
Container Host AIops
AIops-tools/Container-Host-AIops
Governed Docker + Portainer container-host operations (non-Kubernetes) — restart-loop and resource-pressure RCA, image/volume bloat, and guardrailed lifecycle writes (38 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
contextburn
arsentev-ai/contextburn
Measures Claude Code session efficiency: the share of tokens that became output versus re-read context, by tokens and cost, from local transcripts.
Covalent Bond
gopalrajsuresh/covalent-bond
Pair two AI coding agents on different machines over an end-to-end encrypted relay to exchange files and messages, with human consent before any file write.
DB Access
Rheopyrin/db-access-mcp
Query PostgreSQL, MySQL, Redshift and SQL Server over SSH or AWS SSM tunnels, with read-only enforcement, confined exports and pluggable secret providers.
Decisions
Roberton003/mcp-server-decisions
Architectural decision tracking with testable predictions and outcome gates, stored in append-only JSONL.
Delimit
delimit-ai/delimit
API governance: detects breaking changes between OpenAPI/Swagger spec versions using configurable policy rules, with structured pass/fail verdicts.
Dev error explainers
mahdibrr/dev-error-explainers
Explains known developer errors offline and deterministically (CORS, ESM/CommonJS, npm ERESOLVE, Next.js build, Postgres connection and DATABASE_URL errors): cause, ranked fixes and the documentation link. One tool, no LLM, no network.
Django ORM Lens
FROWNINGdev/django-orm-lens
Static analysis of Django ORM schemas without a database: models, relationships, migration dependencies, missing indexes, ER diagrams and signal graphs.
drawspec
nuncaeslupus/drawspec
Declarative JSON diagram spec rendered to themeable SVG. The format has no coordinates, so an LLM can write a correct diagram; validate, render and kinds tools.
EffectFence
aurumflux20/effectfence
Prevents double charges and duplicate side effects from agent tool calls: concurrent races elect one winner, late duplicates replay a sealed receipt.
Elekto MCP for SQL
elekto-com-br/elekto-mcp-sql
Read-only SQL Server introspection for .NET projects: schema, DDL, dependency graphs, index health and data profiling, reading connection strings from appsettings.json or web.config, and reporting which GRANTs the login lacks.
Endpoint AIops
AIops-tools/Endpoint-AIops
Endpoint fleet operations (thin client, VDI): login-storm and patch/config-drift analysis, inventory, and guarded remediation with audit logs and rollback.
EU Regulatory Grounding
sebastianfoerste/eu-reg-mcp
ESMA MiCAR register search, summaries and change tracking via weekly snapshots, plus MiCAR white paper linting and EU AI Act risk-tier classification.
Execkit
blinkingbit-oss/execkit
Stateful, auditable shell sessions over local, SSH and Docker, with secret redaction, output budgeting and a read-only live transcript viewer.
Factory
jaimenbell/mcp-factory
Manifest-driven MCP server scaffolder: generate MCP servers from YAML manifests, with batch registration and a live routing hub.