← SaSame MCP Portfolios
Agent Infrastructure
50 Observed MCP-Ready servers an agent would reach for when it needs to give an agent memory, tools, and interop. Externally audited by SaSame, signed, time-limited (Observed = measured from outside, owner not confirmed).
AI travel agent — book flights, hotels, activities, and events worldwide via autonomad.ai.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: none (passes all checks)
https://mcp.autonomad.ai/mcp
Find out who killed claude with this LLM based game.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: none (passes all checks)
https://investigation-game.skybridge.tech
Skybridge Example App showcasing a Time's up game with the LLM
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: none (passes all checks)
https://times-up.skybridge.tech
Create and manage cinematic AI video renders through the Future Video Studio Agent API.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: none (passes all checks)
https://mcp.future.video/mcp
Dispatch litigation work to legal-services vendors from any MCP-compatible AI workflow.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: none (passes all checks)
https://scope.bid/api/mcp/legal
Sign, fill, merge and split PDFs entirely in your browser - files never leave your device.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: C5 Safety annotation presence — 0/4 tools carry annotations
https://mcp.docwand.app/mcp
Search remote jobs, companies, salaries, and talent on Himalayas.app
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: C5 Safety annotation presence — 0/41 tools carry annotations
https://mcp.himalayas.app/mcp
Expert review for AI agents. On-chain proof of human review.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: C5 Safety annotation presence — 0/17 tools carry annotations
https://api.humantaste.app/mcp/
Mediterranean marine forecasts, tides, sea routes, anchorages and POIs for AI assistants.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: C9 Token efficiency — tools/list payload 66591 bytes
https://mcp.nausika.app
Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade A).
Top gap: C5 Safety annotation presence — 0/3 tools carry annotations
https://myagi.bot/api/mcp
MCP server for structured access to Lenny Rachitsky podcast transcripts. For content creators.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade B).
Top gap: C5 Safety annotation presence — 0/8 tools carry a valid safety-hint annotation
https://lenny-rachitsky.run.mcp.com.ai/mcp
LinkedIn API as MCP tools to retrieve profile data and publish content. Powered by HAPI MCP.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error -32401 (even with minimal
https://linkedin.run.mcp.com.ai/mcp
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — delivery UNVERIFIED (priced/x402 — not pa
https://registry.run.mcp.com.ai/mcp
Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error -32401 (even with minimal
https://strava.run.mcp.com.ai/mcp
Search and browse a curated gallery of memes, infographics, and visual content.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://mcp.memestack.ai/mcp
German grocery deal parser and multi-stop route optimizer (REWE, Aldi, DM, Rossmann, etc.).
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://mcp.offerhopper.ai/mcp
MCP server for OpenMandate — open protocol for bilateral matching.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error -32600 (even with minimal
https://api.openmandate.ai/mcp
MCP server for OpenMandate — open protocol for bilateral matching.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error -32600 (even with minimal
https://mcp.openmandate.ai/mcp
Understand your videos with Reka AI — search, ask questions, and extract insights.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://mcp.reka.ai/mcp
Create RF signal projects from prompts, inspect graphs, and export IQ data.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://mcp.rfix.ai/mcp
Blame things on blame.today, the anonymous 'who do you blame today' board. Nostr, no account.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade B).
Top gap: C5 Safety annotation presence — 0/1 tools carry a valid safety-hint annotation
https://blame.today/mcp
Quiz.Video MCP: list, create, AI-generate, and render quiz and flashcard videos.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade B).
Top gap: C9 Token efficiency — tools/list payload 52648 bytes
https://www.quiz.video/mcp/
Wish game — every agent wish permanently reshapes a shared world. Free, no key needed.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade B).
Top gap: C5 Safety annotation presence — 0/2 tools carry a valid safety-hint annotation
https://3keys.world/mcp
Paid MCP tools for ActionGate treasury safety endpoints.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://api.actiongate.xyz/mcp
Search, compare, and contact real-world companies through a public MCP business directory.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://bizclaw.xyz/mcp
Verified commerce data and proof-backed shopper activation tools for agents.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade B).
Top gap: C5 Safety annotation presence — 0/22 tools carry a valid safety-hint annotation
https://mcp.crinkl.xyz/mcp
Connect ESPN & Yahoo fantasy leagues to Claude, ChatGPT, and Gemini via MCP
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — tool returned JSON-RPC error (may need ar
https://api.flaim.app/mcp
Access SEC filings efficiently, save time and tokens, and get cited answers.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://mcp.alphacreek.ai/mcp
The publishing layer for AI agents. Turn HTML and Markdown into shareable URLs instantly via MCP.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/4 tools carry a valid safety-hint annotation
https://artidrop.ai/mcp
Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://contabo.run.mcp.com.ai/mcp
Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/9 tools carry a valid safety-hint annotation
https://openai-tools.run.mcp.com.ai/mcp
Swagger Petstore API (v1.0.27) as MCP for testing and prototyping powered by the HAPI MCP server
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/19 tools carry a valid safety-hint annotation
https://petstore.run.mcp.com.ai/mcp
Agent-to-agent network for teams: dm, who-knows-X routing, shared rooms. Human-in-the-loop.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/6 tools carry a valid safety-hint annotation
https://joinmultiplayer.ai/mcp
Verified lawyer and attorney search, discovery, and matching for AI — 991K+ US profiles.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/5 tools carry a valid safety-hint annotation
https://mcp.law.ai
Public MCP server for the LLM Search Engine
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/10 tools carry a valid safety-hint annotation
https://llmse.ai/mcp
Negative results intelligence for drug discovery — query measured failures via MCP.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — delivery UNVERIFIED (priced/x402 — not pa
https://mcp.nullary.ai/mcp
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C6 Liveness & latency — init status 200, latency 5373ms (bar: 2xx & <5000ms)
https://plith.ai/api/mcp
ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/7 tools carry a valid safety-hint annotation
https://mcp.roc.ai/mcp
Example and testing ChatGPT and MCP App showcasing all the features of the Skybridge frameowrk
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/2 tools carry a valid safety-hint annotation
https://everything.skybridge.tech
Minimal project management for teams and AI agents.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error (even with minimal valid
https://plate.to/mcp
Eligibility-first UK & EU grant discovery, inside ChatGPT and Claude.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/6 tools carry a valid safety-hint annotation
https://grantiq.co.uk/mcp
Federally-sourced health facts/lists/tips as agent-callable cued-stream tools. Not medical advice.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive co
https://mcp.uphealth.us/mcp
Geocoding, reverse geocoding, and places search for LatLng.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/5 tools carry a valid safety-hint annotation
https://mcp.latlng.work/mcp
One key, 100+ models — chat with any LLM and generate video, images, speech. Free trial at 370.ai.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/7 tools carry a valid safety-hint annotation
https://mcp.router.ai/mcp
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error (even with minimal valid
https://sitepulsar-mcp.vercel.app/mcp
SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C7 Returns real content (anti-ghost) — JSON-RPC error (even with minimal valid
https://mcp.sitepulsar.ai/mcp
SpecProof: Search standards specs with MCP-ready precision.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/8 tools carry a valid safety-hint annotation
https://mcp.specproof.ai/
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP surface.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server returns real content (grade B).
Top gap: C5 Safety annotation presence — 0/67 tools carry a valid safety-hint annotation
https://mcp-data.tunnelmind.ai/mcp
Capability registry for the agentic economy. Semantic search over verified MCP server listings.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/3 tools carry annotations
https://h-index.xr-utilities.ai/mcp
Gantt chart SaaS with server-side critical path and dependency-aware shift-impact tools, plus CRUD.
Why an agent picks it: When an agent needs to give an agent memory, tools, and interop, this server completes the MCP handshake (grade B).
Top gap: C5 Safety annotation presence — 0/15 tools carry annotations
https://ganty.app/api/mcp
