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

Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.

1
TypeScript
View repository →

OpenShift/Kubernetes cluster management via the oc CLI for MCP clients

1
TypeScript
MIT
View repository →
GAGAUNTLEX logo

GAUNTLEX

Maintained

Concurrent Builder + Breaker agents generate code and adversarial tests at once, gated in CI.

1
Python
MIT
View repository →

Discover mobile app attack surfaces via BeVigil OSINT — hosts, subdomains, URLs, and more.

1
TypeScript
MIT
View repository →

Inspect, operate, and author Microsoft Power Automate cloud flows from an agent context.

1
TypeScript
MIT
View repository →
FIFinData MCP logo

Stocks, fundamentals, FRED economics, SEC filings & crypto. x402 micropayments, $0.01/call.

1
Python
MIT
View repository →

Billing proxy for MCP servers. Adds Stripe and x402 crypto payments without writing billing code.

1
Python
MIT
View repository →

Read-only MCP access to presence: living project model and outcome telemetry.

1
Python
Apache-2.0
View repository →

AI-powered MCP server for generating GitHub issues and detecting semantic duplicates.

1
TypeScript
View repository →

Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integration code needed.

1
TypeScript
MIT
View repository →

AEC subcontractor vendor procurement plumbing layer. Preview V3 2027. Patent pending.

1
TypeScript
Apache-2.0
View repository →

Insurance claims vendor procurement (IMEs, IA, surveillance). Preview V2 Q3 2026. Patent pending.

1
TypeScript
Apache-2.0
View repository →

Dispatch litigation work to legal vendors from any MCP-compatible AI workflow. Patent pending.

1
TypeScript
Apache-2.0
View repository →

MCP App that renders 2D molecular structures from SMILES using RDKit.js

1
TypeScript
View repository →

B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.

1
JavaScript
MIT
View repository →
PRPromptlint MCP logo

Promptlint MCP

Maintained

Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff.

1
JavaScript
MIT
View repository →
SESearchAtlas logo

SearchAtlas

Maintained

SearchAtlas AI Agent — SEO, content, PPC, authority building, and site management

1
HTML
MIT
View repository →

MCP server for ISO 20022 acmt.001 account management message generation and validation.

1
Python
Apache-2.0
View repository →

Bridge AP2 / x402 agent-payment mandates into wire-valid ISO 20022 pain.001 / pacs.008 records.

1
Python
Apache-2.0
View repository →

MCP server for parsing bank statements (BAI2, MT940/MT942, CAMT.053, OFX) via stdio.

1
Python
Apache-2.0
View repository →

Generate + XSD-validate ISO 20022 E&I camt messages (camt.056 cancellation, camt.029 resolution).

1
Python
Apache-2.0
View repository →

MCP server for ISO 20022 camt.053 bank-to-customer statement parsing and reconciliation.

1
Python
Apache-2.0
View repository →
COCorral logo

Corral

Active

Search code and symbols across every clone in your Corral workspace. Zero network calls.

1
Go
GPL-3.0
View repository →

Local MCP server that serves and validates bank-specific ISO 20022 clearing profiles.

1
Python
Apache-2.0
View repository →

MCP server: seal & sign ISO 20022 readiness evidence into tamper-evident audit packs.

1
Python
Apache-2.0
View repository →

Unified ISO 20022 MCP gateway routing across the pain, pacs, camt and acmt message families.

1
Python
Apache-2.0
View repository →

Orchestration MCP server: ISO 20022 readiness scoring, remediation, bank-response simulation.

1
Python
Apache-2.0
View repository →

MCP server for lossless YAML 1.2 parsing, formatting, and validation (pure Rust).

1
Rust
Apache-2.0
View repository →

ISO 20022 pacs.008 FI-to-FI credit transfers: generate, validate, parse, scheme + address checks.

1
Python
Apache-2.0
View repository →

ISO 20022 payment files for agents: generate, validate, and convert pain.001, pain.008, MT101.

1
Python
Apache-2.0
View repository →