MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1251 |
An MCP server that enables AI assistants to navigate, search, and analyze local…
|
B 80 5⁄4 | ||||||||
| 1252 |
Multi-URL comparative content analysis with topical gap detection
|
B 80 5⁄5 | ||||||||
| 1253 |
A Model Context Protocol server that connects AI assistants like Claude to Mone…
|
B 80 5⁄4 | ||||||||
| 1254 |
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
|
B 80 6⁄4 | ||||||||
| 1255 |
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
|
B 80 5⁄5 | ||||||||
| 1256 |
A read-only Model Context Protocol server that enables LLMs to search, list, an…
|
B 80 5⁄4 | ||||||||
| 1257 |
esxi-mcp-server
Claim
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), …
|
B 80 5⁄5 | ||||||||
| 1258 |
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
B 80 4⁄4 | ||||||||
| 1259 |
The dependency bloodhound for AI coding agents.
Hound is a free, open-source M…
|
B 80 5⁄4 | ||||||||
| 1260 |
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
|
B 80 5⁄4 | ||||||||
| 1261 |
reddit-mcp-server
|
B 80 5⁄4 | ||||||||
| 1262 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1263 |
A git worktree manager that enables AI agents to work on different branches sim…
|
B 80 5⁄4 | ||||||||
| 1264 |
Provides AI assistants with long-term semantic memory capabilities through loca…
|
B 80 5⁄5 | ||||||||
| 1265 |
Task management API built for AI agents. Create, delegate, and track tasks with…
|
B 80 5⁄4 | ||||||||
| 1266 |
Jane is an MCP server that transforms team documentation and project specificat…
|
B 80 5⁄4 | ||||||||
| 1267 |
Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
|
B 80 5⁄4 | ||||||||
| 1268 |
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
|
B 80 5⁄4 | ||||||||
| 1269 |
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
|
B 80 5⁄5 | ||||||||
| 1270 |
Functional Python agent framework with MCP support, enterprise security, immuta…
|
B 80 5⁄4 | ||||||||
| 1271 |
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
|
B 80 5⁄5 | ||||||||
| 1272 |
Trivy
Claim
Trivy
|
B 80 5⁄5 | ||||||||
| 1273 |
An AI-powered server that helps users discover and book restaurants based on lo…
|
B 80 5⁄5 | ||||||||
| 1274 |
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
|
B 80 5⁄4 | ||||||||
| 1275 |
Enables AI assistants to interact with Kanka campaigns through CRUD operations …
|
B 80 5⁄5 | ||||||||
| 1276 |
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
|
B 80 5⁄4 | ||||||||
| 1277 |
Enables comprehensive management of Directus instances through tools for schema…
|
B 80 5⁄5 | ||||||||
| 1278 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||
| 1279 |
Search, discover, and register AI agents in the public registry at agentlookup.…
|
B 80 4⁄4 | ||||||||
| 1280 |
Enables AI assistants to manage Temporal workflows, schedules, and workflow exe…
|
B 80 5⁄5 | ||||||||
| 1281 |
Provides accurate time information from Network Time Protocol (NTP) servers wit…
|
B 80 5⁄5 | ||||||||
| 1282 |
MCP Code Analysis Server
Claim
An intelligent server that provides semantic code search, domain-driven analysi…
|
B 80 5⁄4 | ||||||||
| 1283 |
MCP server for Japan's e-Stat (Government Statistics Portal). Search statistica…
|
B 80 5⁄4 | ||||||||
| 1284 |
Transforms AI assistants into mobile development powerhouses with 36 tools for …
|
B 80 5⁄5 | ||||||||
| 1285 |
BTCFi API
Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
|
B 80 6⁄6 | ||||||||
| 1286 |
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
|
B 80 5⁄4 | ||||||||
| 1287 |
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
|
B 80 5⁄4 | ||||||||
| 1288 |
Provides deterministic system information and developer utilities including dat…
|
B 80 5⁄5 | ||||||||
| 1289 |
A Node.js package that provides a Model Context Protocol server for converting …
|
B 80 5⁄4 | ||||||||
| 1290 |
EchoVault Memory
Claim
Local-first memory for coding agents; stores decisions, bugs, and context acros…
|
B 80 5⁄4 | ||||||||
| 1291 |
Airtable database integration with schema inspection, read and write capabiliti…
|
B 80 5⁄4 | ||||||||
| 1292 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1293 |
Git log, diff, blame, branch stats for AI agents
|
B 80 4⁄4 | ||||||||
| 1294 |
Enables secure filesystem access with privacy controls using .mcpignore files t…
|
B 80 5⁄4 | ||||||||
| 1295 |
Search and resume past Claude Code conversations. An elephant never forgets.
|
B 80 4⁄4 | ||||||||
| 1296 |
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
|
B 80 5⁄5 | ||||||||
| 1297 |
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
|
B 80 5⁄4 | ||||||||
| 1298 |
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
|
B 80 5⁄4 | ||||||||
| 1299 |
Enables secure execution of shell commands and file operations within isolated …
|
B 80 5⁄5 | ||||||||
| 1300 |
Visa Acceptance
Claim
The Visa Acceptance Model Context Protocol server allows you to integrate with …
|
B 80 5⁄5 | ||||||||