MCP Server Quality Scores
Independent quality analysis of 44440 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1251 |
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
B 80 5⁄4 | ||||||||
| 1252 |
Enables AI assistants to interact with Azure DevOps to manage work items, Git r…
|
B 80 5⁄5 | ||||||||
| 1253 |
MCP server for Easy Digital Downloads REST API, enabling access to sales data, …
|
B 80 5⁄4 | ||||||||
| 1254 |
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
|
B 80 5⁄4 | ||||||||
| 1255 |
Enables secure execution of shell commands and file operations within isolated …
|
B 80 5⁄5 | ||||||||
| 1256 |
Enables AI assistants to perform comprehensive Microsoft Excel operations inclu…
|
B 80 5⁄5 | ||||||||
| 1257 |
Enables semantic code search across multiple repositories using natural languag…
|
B 80 5⁄4 | ||||||||
| 1258 |
Enables deployment and management of applications on the Citizen platform from …
|
B 80 5⁄5 | ||||||||
| 1259 |
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
|
B 80 5⁄5 | ||||||||
| 1260 |
MCP server for Infracost CLI integration - cloud cost estimates for Infrastruct…
|
B 80 5⁄5 | ||||||||
| 1261 |
Canadian federal law database — PIPEDA, CASL, cybercrime, corporate law with fu…
|
B 80 5⁄4 | ||||||||
| 1262 |
The dependency bloodhound for AI coding agents.
Hound is a free, open-source M…
|
B 80 5⁄4 | ||||||||
| 1263 |
Indonesian legislation via MCP — full-text search across statutes and provisions
|
B 80 5⁄4 | ||||||||
| 1264 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1265 |
An MCP server implementation that provides tools for retrieving and processing …
|
B 80 5⁄4 | ||||||||
| 1266 |
Task management API for AI agents. Create, delegate, and track tasks via MCP.
|
B 80 5⁄4 | ||||||||
| 1267 |
A portfolio analysis MCP server that enables AI agents to manage investment por…
|
B 80 5⁄5 | ||||||||
| 1268 |
MCP server for img-src.io Image CDN - upload, transform, and deliver images thr…
|
B 80 5⁄5 | ||||||||
| 1269 |
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
|
B 80 5⁄5 | ||||||||
| 1270 |
mcp-pointer
Claim
Visual DOM element selector for agentic coding tools. Chrome extension + MCP se…
|
B 80 5⁄4 | ||||||||
| 1271 |
Enables natural language interactions with Salesforce data and metadata, allowi…
|
B 80 5⁄5 | ||||||||
| 1272 |
MCP server providing accurate information about NixOS packages, system options,…
|
B 80 5⁄4 | ||||||||
| 1273 |
Electronic component sourcing, BOM management, and PCB design workflows.
|
B 80 5⁄5 | ||||||||
| 1274 |
A Model Context Protocol server that provides secure access to N Lobby school p…
|
B 80 5⁄4 | ||||||||
| 1275 |
MCP server that loads and serves skills from a mounted directory with hot reloa…
|
B 80 5⁄4 | ||||||||
| 1276 |
tiger-slack
Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
|
B 80 5⁄4 | ||||||||
| 1277 |
Model Context Protocol server for Task Management. This allows Claude Desktop (…
|
B 80 5⁄5 | ||||||||
| 1278 |
Expose Django admin models to MCP clients for CRUD, admin actions, model intros…
|
B 80 5⁄4 | ||||||||
| 1279 |
Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …
|
B 80 5⁄5 | ||||||||
| 1280 |
Enables AI assistants to query Brazilian Senate data including senators, bills,…
|
B 80 5⁄5 | ||||||||
| 1281 |
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
|
B 80 5⁄5 | ||||||||
| 1282 |
DevServer MCP
Claim
Monitors development server logs in real-time and provides Claude with immediat…
|
B 80 5⁄4 | ||||||||
| 1283 |
Search arXiv papers, download full text, semantic search, citation graphs, and …
|
B 80 5⁄5 | ||||||||
| 1284 |
An MCP server for Massive.com Financial Market Data
|
B 80 5⁄5 | ||||||||
| 1285 |
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
|
B 80 5⁄4 | ||||||||
| 1286 |
Enables seamless integration with Fal.ai's 600+ image generation models includi…
|
B 80 5⁄5 | ||||||||
| 1287 |
Enables any MCP-compatible LLM client to autonomously hold, spend, earn, and re…
|
B 80 5⁄4 | ||||||||
| 1288 |
A unified smart home automation system that enables control and monitoring of M…
|
B 80 5⁄4 | ||||||||
| 1289 |
Enables brand visibility monitoring across major AI platforms like ChatGPT, Cla…
|
B 80 5⁄5 | ||||||||
| 1290 |
53 regulatory compliance evidence tools across 3 MCP servers for AI agents. MiC…
|
B 80 5⁄5 | ||||||||
| 1291 |
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
|
B 80 5⁄5 | ||||||||
| 1292 |
Query Prometheus from CLI or any MCP client, with retries, caching, and an opti…
|
B 80 5⁄4 | ||||||||
| 1293 |
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
|
B 80 5⁄5 | ||||||||
| 1294 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1295 |
Injection molding simulation expertise — materials, process validation, and DFM…
|
B 80 5⁄5 | ||||||||
| 1296 |
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
|
B 80 5⁄5 | ||||||||
| 1297 |
BTCFi API
Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
|
B 80 6⁄6 | ||||||||
| 1298 |
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
|
B 80 5⁄4 | ||||||||
| 1299 |
An MCP server for tracking student learning via a knowledge graph, with spaced …
|
B 80 5⁄5 | ||||||||
| 1300 |
Translation quality evaluation using xCOMET models. Provides quality scoring (0…
|
B 80 5⁄4 | ||||||||