Servers
MCP servers from the registry, REST APIs and open-source projects, at their latest versions: how each is reached, what it needs, and how it runs.
5 809 servers
| server | description | tier | score | tools | |
|---|---|---|---|---|---|
| Benzinet.varianttech/benzi · v0.1.6 | Compiler-backed code intelligence: calls, data flow, references and class hierarchy as tools. |
open · package | 76 | 21 | |
| CPU Performance Engineeringio.github.usamahz/cpu-perf · v0.1.1 | A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages |
open · package | 76 | 13 | |
| mcp-aftereffectsio.github.kumoproductions/mcp-aftereffects · v0.3.1 | MCP server for Adobe After Effects — comp/layer introspection, undo-grouped ops, frame rendering. |
open · package | 76 | 11 | |
| gitwandio.github.devlint/gitwand · v3.12.3 | Auto-resolves Git merge conflicts so agents only touch the complex hunks. |
open · package | 76 | 7 | |
| code-indexio.github.Regsorm/code-index · v1.14.0 | Rust code index MCP server, native 1C:Enterprise (BSL) support. 37 tools, AST for 14 languages. |
open · package | 76 | failed | |
| Nautilus Compass Memoryio.github.chunxiaoxx/nautilus-compass · v3.2.0 | Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts. |
open · package | 76 | needs auth | |
| watch-skillio.github.oxbshw/watch-skill · v1.4.3 | Watch video and live sessions, keep timestamped evidence, and verify an agent's own work. |
open · package | 76 | failed | |
| Ghost in the Droidio.github.ghost-in-the-droid/android-agent · v1.3.2 | Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation. |
open · package | 76 | failed | |
| charlotteio.github.TickTockBent/charlotte · v0.1.3 | Renders web pages into structured, agent-readable representations using headless Chromium. |
open · package | 76 | failed | |
| AutoTSio.github.winedarksea/AutoTS · v1.0.1 | Automated time series forecasting with model search, anomaly detection, and event risk analysis |
open · package | 76 | failed | |
| cesium-mcp-runtimeio.github.gaopengbin/cesium-mcp-runtime · v1.147.0 | Control CesiumJS 3D globes via MCP: camera, layers, entities, animation, and interaction. |
open · package | 75 | 41 | |
| ClaudeR - RStudio MCP Serverio.github.IMNMV/clauder · v0.16.1 | Connect RStudio to AI assistants for interactive R coding and data analysis. |
open · package | 75 | 41 | |
| mobai-mcpio.github.MobAI-App/mobai-mcp · v1.2.1 | AI-powered mobile device automation for Android and iOS devices, emulators, and simulators |
open · package | 75 | 22 | |
| pare-gitio.github.Dave-London/pare-git · v0.8.1 | Pare Git ג€” Structured git operations (status, log, diff, branch, commit, push) as typed JSON. |
open · package | 75 | 20 | |
| pare-githubio.github.Dave-London/pare-github · v0.8.1 | Pare GitHub ג€” Structured GitHub operations (PRs, issues, actions) as typed JSON. |
open · package | 75 | 15 | |
| gitio.github.Dave-London/git · v0.8.0 | Structured git operations (status, log, diff, branch, show) as typed JSON. |
open · package | 75 | 15 | |
| pare-dockerio.github.Dave-London/pare-docker · v0.8.1 | Pare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON. |
open · package | 75 | 13 | |
| dockerio.github.Dave-London/docker · v0.8.0 | Structured Docker operations (ps, images, logs, build) as typed JSON. |
open · package | 75 | 13 | |
| rigourio.github.rigour-labs/rigour · v7.0.13 | Lets coding agents review their change, find an existing helper, and recall the team's lessons. |
open · package | 75 | 11 | |
| pare-cargoio.github.Dave-London/pare-cargo · v0.8.1 | Pare Cargo ג€” Structured Rust cargo operations (build, test, clippy, fmt, doc) as typed JSON. |
open · package | 75 | 11 | |
| pare-pythonio.github.Dave-London/pare-python · v0.8.1 | Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON. |
open · package | 75 | 11 | |
| cargoio.github.Dave-London/cargo · v0.7.1 | Structured Rust cargo operations (build, test, clippy) as typed JSON. |
open · package | 75 | 11 | |
| pythonio.github.Dave-London/python · v0.8.0 | Structured Python tool output (ruff, mypy, pip-audit, pip-install) as typed JSON. |
open · package | 75 | 11 | |
| pare-goio.github.Dave-London/pare-go · v0.8.1 | Pare Go ג€” Structured Go tool output (build, test, vet, fmt, mod) as typed JSON diagnostics. |
open · package | 75 | 10 | |
| goio.github.Dave-London/go · v0.7.1 | Structured Go tool output (build, test, vet) as typed JSON diagnostics. |
open · package | 75 | 10 | |
| jobseekio.github.colophon-group/jobseek · v0.2.0 | Search jobs and companies on Job Seek (jseek.co) |
open · package | 75 | 9 | |
| pare-npmio.github.Dave-London/pare-npm · v0.8.1 | Pare npm ג€” Structured npm/pnpm operations (install, audit, outdated, list, run) as typed JSON. |
open · package | 75 | 9 | |
| npmio.github.Dave-London/npm · v0.8.0 | Structured npm/pnpm operations (install, audit, outdated, list) as typed JSON. |
open · package | 75 | 9 | |
| githubio.github.Dave-London/github · v0.7.1 | MCP server for GitHub operations (PRs, issues, actions) with structured, token-efficient output |
open · package | 75 | 8 | |
| pare-lintio.github.Dave-London/pare-lint · v0.8.1 | Pare Lint ג€” Structured linting and formatting (ESLint, Prettier, Biome, Oxlint) as typed JSON. |
open · package | 75 | 7 | |
| lintio.github.Dave-London/lint · v0.8.0 | Structured linting output (ESLint, format-check) as typed JSON diagnostics. |
open · package | 75 | 7 | |
| agent-recallio.github.Goldentrii/agent-recall · v3.4.31 | Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only. |
open · package | 75 | 5 | |
| pare-buildio.github.Dave-London/pare-build · v0.8.1 | Pare Build ג€” Structured build output (tsc, esbuild, vite, webpack) as typed JSON diagnostics. |
open · package | 75 | 5 | |
| buildio.github.Dave-London/build · v0.8.0 | Structured build tool output (tsc, generic commands) as typed JSON diagnostics. |
open · package | 75 | 5 | |
| pare-httpio.github.Dave-London/pare-http · v0.8.1 | Pare HTTP ג€” Structured HTTP request operations (GET, POST, HEAD) as typed JSON. |
open · package | 75 | 4 | |
| httpio.github.Dave-London/http · v0.7.1 | MCP server for HTTP requests (curl) with structured, token-efficient output |
open · package | 75 | 4 | |
| Hyperiux Vaultio.github.Hyperiux-Immersion-Labs/hyperiux-mcp-server · v0.2.1 | Browse, inspect, and retrieve installable React and Next.js interaction effects from Hyperiux Vault. |
open · package | 75 | 3 | |
| cesium-mcp-devio.github.gaopengbin/cesium-mcp-dev · v1.139.2 | CesiumJS API docs, code generation and development tools for IDE AI assistants. |
open · package | 75 | 3 | |
| pare-searchio.github.Dave-London/pare-search · v0.8.1 | Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON. |
open · package | 75 | 3 | |
| searchio.github.Dave-London/search · v0.7.1 | MCP server for code search (ripgrep + fd) with structured, token-efficient output |
open · package | 75 | 3 | |
| pare-makeio.github.Dave-London/pare-make · v0.8.1 | Pare Make ג€” Structured Make/Just task runner operations (run, list) as typed JSON. |
open · package | 75 | 2 | |
| pare-testio.github.Dave-London/pare-test · v0.8.1 | Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON. |
open · package | 75 | 2 | |
| makeio.github.Dave-London/make · v0.7.1 | MCP server for Make/Just task runners with structured, token-efficient output |
open · package | 75 | 2 | |
| testio.github.Dave-London/test · v0.8.0 | Auto-detects test framework (pytest, jest, vitest) and returns structured results. |
open · package | 75 | 2 | |
| Webull OpenAPIio.github.webull-inc/webull-openapi-mcp · v1.2.5 | MCP server for Webull OpenAPI: trading and market data access for AI assistants |
open · package | 75 | failed | |
| Kindexio.github.wandercom/kindex · v0.49.0 | Persistent knowledge graph and MCP server for AI workflows with git-tracked project context. |
open · package | 75 | failed | |
| applemusic-mcpio.github.epheterson/applemusic-mcp · v0.20.3 | Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux. |
open · package | 75 | failed | |
| humanizer-ruio.github.Vladimir-Human/humanizer-ru · v3.36.4 | Гигиена вставки из чата для русского текста: детерминированно, офлайн, флаги с причиной и советом. |
open · package | 75 | failed | |
| Kindexio.github.jmcentire/kindex · v0.37.0 | Persistent knowledge graph and MCP server for AI workflows with git-tracked project context. |
open · package | 75 | failed | |
| dvalincodeio.github.arthurpanhku/dvalincode · v0.19.0 | Deterministic security scanning, no model or API key, plus offline-verifiable proof a fix worked. |
open · package | 75 | failed |