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
ATAttest logo

Attest

Active

Decide by policy, gate behind a human, verify by read-back, record a hash-chained ledger.

1
Python
MIT
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ATAttest proxy logo

Zero-code proxy: policy, human gate, read-back and a hash-chained ledger for any MCP server.

1
Python
MIT
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Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm

1
Python
MIT
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ENEngram logo

Engram

Active

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.

1
TypeScript
MIT
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ENEngraphy logo

Engraphy

Active

Self-hosted MCP memory server: a typed knowledge graph on Postgres 16 and pgvector.

1
Python
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CLclawops logo

clawops

Active

Deploy self-hosted OpenClaw to AWS, GCP, Azure or a local VM — a CLI and an MCP server in one.

1
TypeScript
MPL-2.0
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MCP server for the full Pāli Canon — search, cite, compare translations. Offered as Dhamma Dāna.

1
Python
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EU AI Act-ready audit trail: signed, tamper-evident receipts proving what your AI agents did.

1
TypeScript
MIT
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BLBlind logo

Blind

Active

What a role really pays, including markets where the employer publishes no range.

1
Python
MIT
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PAPay Bands logo

Pay Bands

Active

What a role really pays, including markets where the employer publishes no range.

1
Python
MIT
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Generate 40+ diagram types from text; render locally to SVG/PNG, open in the Diagrammo editor

1
TypeScript
MIT
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특허 검색이 아니라 존속 판정: 특허·실용신안 번호가 지금도 유효한지 등록원부 연차료까지 대조해 소멸 사유와 함께 알려줍니다

1
TypeScript
MIT
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AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with SynapseAudit.

1
JavaScript
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Deterministic Hacker News developer sentiment, themes & feature requests via MCP. No API key.

1
TypeScript
AGPL-3.0
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Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.

1
TypeScript
MIT
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Ed25519-signed ground-truth oracle — 63 paid x402 tools live on Base mainnet.

1
Python
MIT
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AI code review — security, quality, performance. Learns your patterns. Receipted.

1
Python
MIT
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EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free local scan.

1
Python
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AI data agent — schema analysis, query optimization, PII detection, pipelines.

1
Python
MIT
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DevOps AI. Deploy checks, incident analysis, infra audit. Learns from past failures.

1
Python
MIT
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Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy compounds with use.

1
JavaScript
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Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs and rollback.

1
JavaScript
MIT
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HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.

1
JavaScript
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AI contract review, clause drafting, compliance checklists & legal research.

1
Python
MIT
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AI content generation, SEO audits, campaign planning & social scheduling.

1
Python
MIT
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Planning AI. Sprint estimation, task breakdown, risk analysis. Learns your velocity.

1
Python
MIT
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AI prospect research, outreach drafting, lead scoring & pipeline tracking.

1
Python
MIT
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AI security scanning and trust scoring. Stack-specific threat models. Free local scan.

1
Python
MIT
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AI support agent — ticket classification, response drafting, escalation routing.

1
Python
MIT
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Pay-per-call APIs for AI agents: web scraping, DNS/email checks, classification, trading risk.

1
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