MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1351 |
MCP smart contract scanner with NEAR-focused security context.
|
B 80 5⁄4 | ||||||||
| 1352 |
Extracts minimal, relevant code context from multiple programming languages whi…
|
B 80 5⁄4 | ||||||||
| 1353 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1354 |
Provides AI assistants with instant access to TypeScript type definitions from …
|
B 80 5⁄4 | ||||||||
| 1355 |
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
|
B 80 5⁄5 | ||||||||
| 1356 |
Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…
|
B 80 5⁄5 | ||||||||
| 1357 |
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
|
B 80 5⁄4 | ||||||||
| 1358 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1359 |
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
|
B 80 5⁄5 | ||||||||
| 1360 |
An MCP server to interface with the Google Calendar API. Based on TypeScript.
|
B 80 5⁄5 | ||||||||
| 1361 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1362 |
Provides instant, offline access to comprehensive PrestaShop development docume…
|
B 80 5⁄5 | ||||||||
| 1363 |
Terminal Hook
Claim
A VSCode and Cursor extension that captures real-time terminal output and expos…
|
B 80 5⁄4 | ||||||||
| 1364 |
Provides deterministic system information and developer utilities including dat…
|
B 80 5⁄5 | ||||||||
| 1365 |
Integration with gmail and Google Calendar.
|
B 80 5⁄5 | ||||||||
| 1366 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1367 |
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
|
B 80 5⁄5 | ||||||||
| 1368 |
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
|
B 80 6⁄6 | ||||||||
| 1369 |
Automate the extraction of your codebase context for Large Language Models. Thi…
|
B 80 5⁄4 | ||||||||
| 1370 |
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
|
B 80 5⁄4 | ||||||||
| 1371 |
MCP server for querying Codecov coverage data with configurable URL support
|
B 80 5⁄4 | ||||||||
| 1372 |
MCP server for npm package management, security analysis, and compatibility che…
|
B 80 5⁄5 | ||||||||
| 1373 |
Enables building WebAR experiences using natural language through tools for Thr…
|
B 80 5⁄5 | ||||||||
| 1374 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1375 |
Provides AI assistants with enhanced reasoning capabilities through structured …
|
B 80 5⁄4 | ||||||||
| 1376 |
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
B 80 5⁄4 | ||||||||
| 1377 |
Enables AI assistants to execute shell commands and transfer files via SFTP acr…
|
B 80 5⁄4 | ||||||||
| 1378 |
Connect to Firebird databases to query data, explore schemas, and understand ta…
|
B 80 5⁄4 | ||||||||
| 1379 |
|
B 80 5⁄5 | ||||||||
| 1380 |
tiger-slack
Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
|
B 80 5⁄4 | ||||||||
| 1381 |
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
|
B 80 5⁄5 | ||||||||
| 1382 |
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
|
B 80 5⁄4 | ||||||||
| 1383 |
Codex Peers MCP
Claim
Enables peer discovery and direct messaging between multiple Codex sessions run…
|
B 80 4⁄4 | ||||||||
| 1384 |
Manage Opsgenie alerts efficiently by listing, creating, acknowledging, and clo…
|
B 80 5⁄5 | ||||||||
| 1385 |
A unified smart home automation system that enables control and monitoring of M…
|
B 80 5⁄4 | ||||||||
| 1386 |
Give your AI coding assistant ears — capture, analyze, and describe live audio.
|
B 80 4⁄4 | ||||||||
| 1387 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1388 |
MCP stdio server for analyzing YouTube videos with Google Gemini
|
B 80 4⁄4 | ||||||||
| 1389 |
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
|
B 80 5⁄4 | ||||||||
| 1390 |
Functional Python agent framework with MCP support, enterprise security, immuta…
|
B 80 5⁄4 | ||||||||
| 1391 |
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
|
B 80 6⁄6 | ||||||||
| 1392 |
Search and resume past Claude Code conversations. An elephant never forgets.
|
B 80 4⁄4 | ||||||||
| 1393 |
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
|
B 80 5⁄5 | ||||||||
| 1394 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1395 |
Enables code review operations on GitHub and GitLab, including fetching pull/me…
|
B 80 5⁄5 | ||||||||
| 1396 |
A git worktree manager that enables AI agents to work on different branches sim…
|
B 80 5⁄4 | ||||||||
| 1397 |
mcp-pointer
Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
|
B 80 5⁄4 | ||||||||
| 1398 |
Enables management of multi-platform streaming through the Restream API, allowi…
|
B 80 5⁄5 | ||||||||
| 1399 |
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
|
B 80 4⁄4 | ||||||||
| 1400 |
Social media search and analytics across X, Reddit, Bluesky, YouTube, and more
|
B 80 5⁄4 | ||||||||