Index · Tools
Tools for AI agents
14,998 tools that AI agents plug into (MCP servers), from the Official MCP Registry, refreshed every 15 minutes. Facts are declared by publishers unless marked observed.
| Server | Version | Access | Packages | First seen | Last seen |
|---|---|---|---|---|---|
| pyslang-mcp io.github.ariklapid/pyslang-mcp Compiler-backed read-only Verilog and SystemVerilog project analysis. | 0.1.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| mcp-server io.github.arkheiaai/mcp-server Detect fabrication and hallucination in any LLM output. 30+ models supported. | 0.1.4 | REMOTELOCAL | npm | 13d ago | 5d ago |
| pmcontrols-mcp io.github.arikanatakan/pmcontrols-mcp Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI agents. | 0.2.1 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| ramp-kit io.github.armandocodecr/ramp-kit LATAM fiat ramps on Stellar for AI agents: live quotes, sandbox orders, PIX/SPEI simulation, docs | 0.1.9 | REMOTELOCAL | npm | 13d ago | 5d ago |
| memory-boost io.github.arnaugonzalez/memory-boost Markdown memory for coding agents that audits itself: drift reports and session digests. | 0.1.1 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| mcp-telemetry-server io.github.arnavranjan005/mcp-telemetry-server Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client. | 0.1.3 | REMOTELOCAL | npm | 13d ago | 5d ago |
| gguf-mcp io.github.arose26/gguf-mcp Inspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only. | 0.1.1 | REMOTELOCAL | npm | 13d ago | 5d ago |
| mbox-mcp io.github.arose26/mbox-mcp Search local email archives (.mbox/.eml) entirely on your machine. No OAuth, no cloud. | 0.1.1 | REMOTELOCAL | npm | 13d ago | 5d ago |
| statcan-mcp io.github.arose26/statcan-mcp Statistics Canada's 8,200+ data tables: CPI, GDP, labour force, housing. No API key. | 0.1.1 | REMOTELOCAL | npm | 13d ago | 5d ago |
| arpeio-mcp io.github.arpe-io/arpeio-mcp Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress | 0.1.1 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| fasttransfer-mcp io.github.arpe-io/fasttransfer-mcp MCP server for FastTransfer — high-performance parallel data transfer between databases | 0.1.6 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| mathgraphs-mcp io.github.architectds/mathgraphs-mcp Math & statistics graphing, computation, visualization, and validation engine | 1.0.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| finvariant-mcp io.github.arikanatakan/finvariant-mcp Financial-statement integrity checks (footing, tie-out) for AI agents. | 0.1.1 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| mcp-archimedes io.github.archimedes-market/mcp-archimedes Discover verified deep-tech engineering bounties from any AI agent. | 0.2.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| qpost-mcp io.github.arslan2012/qpost-mcp MCP server for QPost — lets AI agents publish video and image posts to YouTube, TikTok, Instagram. | 0.3.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| archetypal-ai io.github.archetypal-ai/archetypal-ai Persistent memory for AI agents. recall, remember, checkpoint — soul preservation. | 1.0.5 | REMOTELOCAL | npm | 13d ago | 5d ago |
| Memory Vault io.github.apurv101/memory-vault Portable AI memory shared across models and harnesses - plain markdown you own. | 0.5.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| Arcadia Finance io.github.arcadia-finance/mcp-server Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or single-sided lending. | 0.5.1 | REMOTELOCAL | npm | 13d ago | 5d ago |
| Codex Control Plane MCP io.github.aresyn/codex-control-plane-mcp Durable MCP control plane for long-running Codex Desktop tasks. | 0.2.1 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| mpv-mcp-server io.github.arijit-gogoi/mpv-mcp-server Control mpv media player — playback, playlists, YouTube streaming, and downloads. | 1.2.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| star-trajectory io.github.ardev-lab/star-trajectory Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection | 0.1.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| aaa-mcp io.github.ariffazil/aaa-mcp Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs. | 2026.2.23 | REMOTELOCAL | oci, pypi | 13d ago | 5d ago |
| Reuse Before Generate io.github.aradar46/reuse-before-generate Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python. | 0.2.3 | REMOTELOCAL | npm | 13d ago | 5d ago |
| ateam-mcp io.github.ariekogan/ateam-mcp Build, validate, and deploy multi-agent AI solutions from any AI environment. | 0.1.2 | REMOTELOCAL | npm | 13d ago | 5d ago |
| ArcID io.github.arcusid/arcid-mcp Look up AI agents on Arc: ERC-8004 identity, feedback, validations and USDC-backed trust scores. | 0.2.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| Niro io.github.apxlabs-ai/niro AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix. | 0.1.61 | REMOTELOCAL | mcpb | 13d ago | 5d ago |
| geo-explorer-mcp io.github.arnienemeth/geo-explorer-mcp Country facts, administrative boundaries and regional statistics, for interactive geography. | 0.1.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| GateSolve CAPTCHA Solver io.github.arsonx-dev/gatesolve-mcp Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves. | 1.0.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| migratorxpress-mcp io.github.arpe-io/migratorxpress-mcp MCP server for MigratorXpress — cross-platform database migration with parallel transfer | 0.1.6 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| lakexpress-mcp io.github.arpe-io/lakexpress-mcp MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet | 0.1.6 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| MCP Appium - Mobile Development and Automation Server io.github.appium/appium-mcp MCP server for Appium mobile automation on iOS and Android devices with test creation tools. | 1.94.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| fastbcp-mcp io.github.arpe-io/fastbcp-mcp MCP server for FastBCP — high-performance parallel database export to files and cloud | 0.1.5 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| zapier-discovery-mcp io.github.arose26/zapier-discovery-mcp Automation discovery: search Zapier's app directory and find popular Zap templates between apps. | 0.1.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| zapier-dev-mcp io.github.arose26/zapier-dev-mcp For Zapier integration developers: inspect, lint, and validate zapier-platform-cli projects. | 0.2.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| xlsx-audit-mcp io.github.arose26/xlsx-audit-mcp Audit Excel workbooks: formula dependency tracing, circular references, risk smells. Local only. | 0.1.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| make-audit-mcp io.github.arose26/make-audit-mcp Audit Make.com blueprints before importing: hardcoded secrets, dangling refs, risky settings. | 0.1.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| bank-of-canada-mcp io.github.arose26/bank-of-canada-mcp Bank of Canada economic data: exchange rates, policy rate, CPI, bond yields. No API key. | 0.1.1 | REMOTELOCAL | npm | 13d ago | 5d ago |
| optiqra-mcp io.github.armin5872/optiqra-mcp MCP server exposing OptiQra's website audit tools: SEO, GEO, AEO, and AI-generated fixes. | 1.0.4 | REMOTELOCAL | npm | 13d ago | 5d ago |
| Froglet io.github.armanas/froglet Run local Froglet verifiable compute, signed receipts, settlement, and service publication. | 0.4.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| Arm MCP Server io.github.arm/arm-mcp Official Arm MCP server for code migration, optimization, and Arm architecture guidance | 2.4.0 | REMOTELOCAL | oci | 13d ago | 5d ago |
| google-workspace-mcp io.github.aringad/google-workspace-mcp Google Workspace Admin via MCP. Manage users, groups, aliases, org units. | 1.0.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| figsnap-mcp io.github.arimunandar/figsnap-mcp The Figma file you have open, as MCP tools. Extract, edit, and keep a saved set. | 0.2.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| deepseek io.github.arikusi/deepseek MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking | 2.3.0 | REMOTELOCAL | npm | 13d ago | 5d ago |
| revmng-mcp io.github.arikanatakan/revmng-mcp Revenue-management tools for AI agents: seat protection, overbooking, pricing, bid prices, charts. | 0.1.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| oee-mcp io.github.arikanatakan/oee-mcp Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six losses, charts. | 0.2.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| dataxplan-mcp io.github.arikanatakan/dataxplan-mcp Read PostgreSQL EXPLAIN plans for AI agents: bottlenecks, estimation errors, fixes, charts. | 0.1.0 | REMOTELOCAL | pypi | 13d ago | 5d ago |
| database-mcp-libsql io.github.arifulislamat/database-mcp-libsql MCP server for libSQL/Turso, local or remote. Read-only by default, row caps, timeouts. | 0.4.2 | REMOTELOCAL | npm, pypi | 13d ago | 5d ago |
| anki-mcp io.github.arielbk/anki-mcp MCP server for integrating with Anki flashcards through conversational AI | 0.3.2 | REMOTELOCAL | npm | 13d ago | 5d ago |
| site-spec io.github.ariaxhan/site-spec MCP server: audit any website for SEO, accessibility, and AI-searchability, then auto-fix it. | 0.3.2 | REMOTELOCAL | npm | 13d ago | 5d ago |
| metabrain io.github.ariaxhan/metabrain MCP server giving AI agents persistent SQLite memory that proves which lessons hold. | 1.1.2 | REMOTELOCAL | pypi | 13d ago | 5d ago |