PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

37,330 MCP servers
INIndieStack logo

Search 3,100+ developer tools via MCP. Install commands, compatibility data, health scores.

3
Python
MIT
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Let AI agents create, discover, and track tokens across chains via Printr.

3
TypeScript
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JMJMeter Docs logo

Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.

3
MDX
Apache-2.0
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Local QA MCP: scan URLs, inspect pages, generate Playwright repros, and run tests.

3
TypeScript
MIT
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Neutral commerce resolution for AI agents — music live, ranked by trust, never by commission.

3
TypeScript
MIT
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Model Context Protocol server for awesome-copilot agents and collections

3
TypeScript
MIT
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QWQwen DAP MCP logo

Native runtime debugging via DAP-to-MCP for crashes, hangs, dumps, symbols, and forensics.

3
TypeScript
Apache-2.0
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Servidor MCP para integração com o Banco Inter (PJ). Consulte saldos e gerencie cobranças.

3
TypeScript
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LILINZA logo

LINZA

Active

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.

3
Python
MIT
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Enable AI agents to compile TeX files with LaTeX inside a Docker container.

3
Python
AGPL-3.0
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On-chain economy for AI agents: escrow, marketplace, data rights, reputation, disputes.

3
Python
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Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.

3
Python
MIT
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IBGE: geography, census, economy and health from the official APIs, with provenance. 23 tools.

3
TypeScript
MIT
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Diagnoses, drugs & lab codes: ICD-11, SNOMED, LOINC, RxNorm, MeSH, ATC, CID-10. 33 tools, MIT.

3
TypeScript
MIT
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Gradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.

3
TypeScript
MIT
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MCP session continuity engine. Boot reports, orientation scoring, and end-session capture. SQLite.

3
TypeScript
MIT
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Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

3
TypeScript
MIT
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SPSpecLeft logo

SpecLeft

Maintained

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

3
Python
Apache-2.0
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CUCue logo

Cue

Active

Cue — video answers with timestamp-level proof. Scenes and frames stay off until asked.

3
TypeScript
MIT
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Draft, schedule, publish, and analyze your LinkedIn posts from your AI assistant via Taplio.

3
MIT
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MCP server for XAUUSD gold market data + 4-tier trading toolkit (TA, backtest, SMC, risk).

3
Python
MIT
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COcodecalc logo

codecalc

Active

Code & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.

3
Python
Apache-2.0
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Smart lists and reminders your AI can use. Manage lists, categories, and reminders via MCP.

3
JavaScript
MIT
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Credential broker that signs your AI agent up to SaaS dev tools, within a signed spending mandate.

3
TypeScript
MIT
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Complete web tasks in the user's own Chrome via an observe-decide-act browser agent.

3
TypeScript
MIT
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TYTychi MCP logo

Tychi MCP

Active

Agent-native self-custody wallet MCP: onboard, wallets, Arbitrum sends, policy-gated payments.

3
TypeScript
Apache-2.0
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Journal entry testing (JET) for accounting audits. 15 screening rules, zero dependencies.

3
JavaScript
MIT
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LALachesis logo

Lachesis

Active

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

3
Python
AGPL-3.0
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AGAgent Email logo

Agent Email

Maintained

Local email connectivity for AI agents — read, draft, send, and organize Outlook mail via MCP

3
TypeScript
Apache-2.0
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Pre-deploy security auditor for AI agent code — the risks generic SAST misses.

3
Python
MIT
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