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 | ||||||||||
| 1301 |
Extracts minimal, relevant code context from multiple programming languages whi…
|
B 80 5⁄4 | ||||||||
| 1302 |
MCP smart contract scanner with NEAR-focused security context.
|
B 80 5⁄4 | ||||||||
| 1303 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1304 |
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
|
B 80 5⁄4 | ||||||||
| 1305 |
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
|
B 80 5⁄5 | ||||||||
| 1306 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1307 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1308 |
Enables interaction with Yuque (语雀) knowledge base platform through their API. …
|
B 80 5⁄5 | ||||||||
| 1309 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1310 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1311 |
MCP server for Japan's e-Stat (Government Statistics Portal). Search statistica…
|
B 80 5⁄4 | ||||||||
| 1312 |
Chilean legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄5 | ||||||||
| 1313 |
Provides AI assistants with instant access to TypeScript type definitions from …
|
B 80 5⁄4 | ||||||||
| 1314 |
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
|
B 80 5⁄4 | ||||||||
| 1315 |
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
|
B 80 5⁄4 | ||||||||
| 1316 |
Enables AI agents to launch and manage system processes with strict security co…
|
B 80 5⁄5 | ||||||||
| 1317 |
Enables processing of SGF (Smart Game Format) files to extract comprehensive ga…
|
B 80 5⁄5 | ||||||||
| 1318 |
A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG ima…
|
B 80 5⁄5 | ||||||||
| 1319 |
Reddit MCP server with full read/write - posts, comments, search, and content c…
|
B 80 5⁄4 | ||||||||
| 1320 |
Discover events from Luma — search by category, city, distance, and keywords wi…
|
B 80 4⁄4 | ||||||||
| 1321 |
Auto-classifies prompt complexity and routes to the right Claude thinking mode.…
|
B 80 5⁄5 | ||||||||
| 1322 |
Enable AI assistants to seamlessly interact with your Home Assistant smart home…
|
B 80 5⁄5 | ||||||||
| 1323 |
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
B 80 5⁄4 | ||||||||
| 1324 |
Enables comprehensive Microsoft Word document manipulation through the Model Co…
|
B 80 5⁄5 | ||||||||
| 1325 |
Alpha Vantage API integration to fetch both stock and crypto information
|
B 80 5⁄5 | ||||||||
| 1326 |
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
|
B 80 5⁄5 | ||||||||
| 1327 |
A git worktree manager that enables AI agents to work on different branches sim…
|
B 80 5⁄4 | ||||||||
| 1328 |
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze p…
|
B 80 5⁄5 | ||||||||
| 1329 |
MCP server for automated web accessibility scanning with Playwright and Axe-cor…
|
B 80 5⁄4 | ||||||||
| 1330 |
Injection molding simulation expertise — materials, process validation, and DFM…
|
B 80 5⁄5 | ||||||||
| 1331 |
Provides Claude Code with programmatic session awareness to track context usage…
|
B 80 5⁄5 | ||||||||
| 1332 |
Provides an interface between AI assistants and Tripo AI via Model Context Prot…
|
B 80 5⁄5 | ||||||||
| 1333 |
A server that enables Large Language Models to discover and interact with REST …
|
B 80 5⁄5 | ||||||||
| 1334 |
MCP support for Temporal. A comprehensive set of tools for interacting with wor…
|
B 80 5⁄5 | ||||||||
| 1335 |
A Model Context Protocol server that enables management of feature flags in Buc…
|
B 80 5⁄5 | ||||||||
| 1336 |
ForIT Microsoft Graph
Claim
Provides direct access to Microsoft Graph API with multi-tenant account managem…
|
B 80 5⁄5 | ||||||||
| 1337 |
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
|
B 80 5⁄5 | ||||||||
| 1338 |
DevServer MCP
Claim
Monitors development server logs in real-time and provides Claude with immediat…
|
B 80 5⁄4 | ||||||||
| 1339 |
An AI-powered server that helps users discover and book restaurants based on lo…
|
B 80 5⁄5 | ||||||||
| 1340 |
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
|
B 80 5⁄5 | ||||||||
| 1341 |
Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin…
|
B 80 5⁄4 | ||||||||
| 1342 |
Enterprise-grade MCP server for intelligent task management with 0-100 evaluati…
|
B 80 5⁄5 | ||||||||
| 1343 |
devir
Claim
Dev Runner CLI - Terminal UI for managing multiple dev services with colored lo…
|
B 80 5⁄4 | ||||||||
| 1344 |
pentest-mcp-server
Claim
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux dist…
|
B 80 5⁄4 | ||||||||
| 1345 |
Google Ads MCP Server
Claim
Enables comprehensive Google Ads campaign management and analysis through natur…
|
B 80 5⁄5 | ||||||||
| 1346 |
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
|
B 80 5⁄5 | ||||||||
| 1347 |
Enables AI agents to manage n8n workflow automation instances through tools for…
|
B 80 5⁄5 | ||||||||
| 1348 |
A security-hardened integration that enables Claude to interact with Google Wor…
|
B 80 5⁄5 | ||||||||
| 1349 |
A Model Context Protocol server for the Elsevier Scopus API
|
B 80 5⁄4 | ||||||||
| 1350 |
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
|
B 80 5⁄5 | ||||||||