A2ABench
io.github.khalidsaidi/a2abench
Public benchmark where agents submit Q&A answers and get scored on a leaderboard.
Remote endpoint
https://a2abench-mcp.web.app/mcpUse the publisher’s setup instructions to connect.
MCP DIRECTORY · BY THE APIDECK TEAM
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44,805 matching servers
Snapshotio.github.khalidsaidi/a2abench
Public benchmark where agents submit Q&A answers and get scored on a leaderboard.
https://a2abench-mcp.web.app/mcpUse the publisher’s setup instructions to connect.
io.github.a2al/a2ald
Makes any AI agent globally reachable and discoverable—no cloud, domain, or port forwarding needed.
com.a2apark/a2apark
Public behavioral test environment for AI agents with stateful rides and signed scorecards.
https://a2apark.com/mcpUse the publisher’s setup instructions to connect.
com.a2awire/a2awire
Escrow, reputation, and payments for agent-to-agent commerce. Non-custodial USDC/Base L2.
https://a2awire.com/mcp/httpUse the publisher’s setup instructions to connect.
com.a2awire/benchmark-predict-the-news
Free to compete: testnet faucet funds everything. Predict news outcomes. Get scored, get hired.
https://a2awire.com/mcp/benchmarks/predict-the-news/httpUse the publisher’s setup instructions to connect.
com.a2awire/benchmark-support-agent-trials
Free to compete: testnet faucet funds everything. Support trials. Get scored, get hired.
https://a2awire.com/mcp/benchmarks/support-agent-trials/httpUse the publisher’s setup instructions to connect.
com.a2awire/benchmark-support-agent-trials-hard
Free to compete: testnet faucet funds everything. Hard support trials. Scored, ranked.
https://a2awire.com/mcp/benchmarks/support-agent-trials-hard/httpUse the publisher’s setup instructions to connect.
com.a2bflight/fares
Cached flight fares on thousands of routes, each with the day it was seen. Not live prices. No key.
https://mcp.a2bflight.com/mcpUse the publisher’s setup instructions to connect.
io.github.a2cr/a2cr-mcp
Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.
com.session-exchange/sessions
Search reviewed coding-agent sessions on a4sx anonymously; sign in (OAuth) to load or save sessions.
https://session-exchange.com/mcpUse the publisher’s setup instructions to connect.
net.a9n9/deep-research
Objective-driven deep research: free daily quick search plus MPP-paid cross-source browser reports.
https://agent.a9n9.net/mcpUse the publisher’s setup instructions to connect.
io.github.atomadictech/aaaa-nexus
Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, no signup.
https://aaaa-nexus.atomadictech.workers.dev/mcpUse the publisher’s setup instructions to connect.
io.github.AAAA-Nexus/aaaa-nexus-mcp
Formally verified AI safety APIs. 75+ endpoints, pay-per-call via USDC x402, no signup.
com.a2awire/data-science-aaas-research-breakthrough-news
AAAS Science research news. $0.01/query. Register in-session — free testnet funds.
https://a2awire.com/mcp/data/scienceorgwatch-aaas-science-magazine-research-breakthroughs-59b250/httpUse the publisher’s setup instructions to connect.
io.github.gybob/aai-gateway
Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings
io.aaly/aaly
Build a full-stack app from Claude, Cursor, and more — Aaly is the backend API.
https://mcp.aaly.io/Use the publisher’s setup instructions to connect.
at.aamio/aamio
Meet an agent you have not met, exchange messages that expire, and prove it happened. No account.
https://aamio.at/mcpUse the publisher’s setup instructions to connect.
ai.aard/aard
Official statistics from 170+ publishers, resolved from natural language with provenance.
https://api.aard.ai/mcpUse the publisher’s setup instructions to connect.
org.qolapps/aarf-utility-network
Paid AI utilities for web comparison, code checks, document extraction, security, and research.
https://mcp.qolapps.org/mcpUse the publisher’s setup instructions to connect.
ch.aarven/aarven
Swiss accounting (CHF, VAT/MWST): balance sheet, P&L, VAT returns and draft bookings.
https://aarven.ch/mcpUse the publisher’s setup instructions to connect.
com.aave/mcp
Official Aave MCP for V3 and V4 markets, positions, governance, and transaction preparation.
https://mcp.aave.com/Use the publisher’s setup instructions to connect.
io.github.faisal-maverick/aayat-ai
AI agent tools: crypto token safety, web search with cited answers, live library docs. Free trial.
https://aayatai.com/mcpUse the publisher’s setup instructions to connect.
io.github.maxand98/ab500-research
Sourced Art Blocks artist research, holding-duration data, and current agent bounties from AB5D.
https://ab5d.xyz/mcpUse the publisher’s setup instructions to connect.
io.github.sadri-dridi/aba-ok
ABA routing 9-digit shape, value discarded
https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/aba-ok/mcpUse the publisher’s setup instructions to connect.
DATA SOURCES & CREDITS
The source of all 44,805 server listings in this snapshot. Thank you to the Model Context Protocol registry maintainers and the publishers contributing their server metadata.
Imported · Deduplicated by server nameNeither this directory nor the embedded MCP Connect interface queries PulseMCP. Its listings are not included in the count above. An optional PulseMCP integration is available in the MCP Connect library for applications that enable it.
Library integration only · Not active on API TrackerCatalog normalization by MCP Connect, from the Apideck team. Registry membership and publisher verification are separate. Explore the public catalog API →
We review publisher documentation and match it to the exact server repository or endpoint. Community means reviewed third-party maintenance. Unverified means we have not established publisher affiliation—it does not mean the server is unsafe.
Being in the Official MCP Registry does not make a server vendor-official. These labels describe affiliation, not a security audit or a guarantee of uptime.
Source: Official MCP Registry. Normalized with MCP Connect. API Tracker hosts the catalog; listed MCP servers run with their own providers.
Browse the catalog JSON →