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.

14,200 MCP servers

MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 tools.

1
TypeScript
MIT
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MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issues, PRs, flows.

1
TypeScript
MIT
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Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.

1
TypeScript
MIT
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Stale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).

1
TypeScript
MIT
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Score any public GitHub repo 0-100 against the commit.show audit rubric.

1
TypeScript
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Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.

1
TypeScript
MIT
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OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.

1
TypeScript
MIT
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Search the Podcast Index: podcasts, episodes, person appearances, trending, feed health.

1
TypeScript
MIT
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Manage Transistor.fm podcasts: episodes, analytics, transcripts, and webhooks.

1
TypeScript
MIT
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Session checkpoint & recovery for Claude Code: resume, search, tag, and export recorded sessions.

1
Python
MIT
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Signed, cited, replayable workflows for Claude, Codex, Gemini, DeepSeek, and other agents.

1
TypeScript
BSD-2-Clause
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Send physical handwritten postcards from any AI agent. Real pen & ink, USPS, $4.99/card.

1
JavaScript
MIT
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text2sql

Active

Ask any SQL database in natural language. Agent explores schema, writes SQL, self-corrects.

1
Python
MIT
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LiteScope

Active

Operations toolchain for SQLite, Cloudflare D1 & Turso: inspect, diff, migrate, monitor & repair.

1
Go
AGPL-3.0
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MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generation

1
Python
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Secure MCP server for GitLab projects, merge requests, issues, and pipelines

1
Python
AGPL-3.0
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Secure MCP server for WordPress content management

1
Python
AGPL-3.0
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Secure MCP server for WorkBoard OKR and strategy execution platform

1
Python
AGPL-3.0
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13 Solana DeFi tools — PumpFun, wallet PnL, Meteora LP, TVL, yields, NL ask — paid via x402 USDC.

1
JavaScript
MIT
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GenflowAI

Active

Run GenflowAI templates and AI creative workflows for ecommerce visuals, UGC ads, and videos.

1
JavaScript
MIT
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Search anime/manga, franchise watch order, schedule, characters, rankings, studio filmography.

1
TypeScript
Apache-2.0
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Search arXiv, fetch paper metadata, and read full-text content.

1
TypeScript
Apache-2.0
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Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.

1
TypeScript
Apache-2.0
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Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture, RDAP/WHOIS, Shodan.

1
TypeScript
Apache-2.0
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Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather Center.

1
TypeScript
Apache-2.0
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Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.

1
TypeScript
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Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

1
TypeScript
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Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP.

1
TypeScript
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Search posts, profiles, feeds, threads, and trending topics on Bluesky.

1
TypeScript
Apache-2.0
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Evaluate, simplify, and differentiate mathematical expressions.

1
TypeScript
Apache-2.0
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