MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1251 |
Reddit MCP server with full read/write - posts, comments, search, and content c…
|
B 80 5⁄4 | ||||||||
| 1252 |
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
B 80 4⁄4 | ||||||||
| 1253 |
A Model Context Protocol server that enables management of feature flags in Buc…
|
B 80 5⁄5 | ||||||||
| 1254 |
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
|
B 80 5⁄5 | ||||||||
| 1255 |
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
|
B 80 6⁄6 | ||||||||
| 1256 |
An MCP server for tracking student learning via a knowledge graph, with spaced …
|
B 80 5⁄5 | ||||||||
| 1257 |
An MCP server that enables Claude to break down complex problems into manageabl…
|
B 80 5⁄5 | ||||||||
| 1258 |
gitnexus-stable-ops
Claim
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
|
B 80 4⁄4 | ||||||||
| 1259 |
A read-only MCP server that enables users to query and explore StarRocks databa…
|
B 80 5⁄5 | ||||||||
| 1260 |
Enables AI agents to create, manage, and execute API collections, requests, and…
|
B 80 5⁄5 | ||||||||
| 1261 |
Enables natural language interactions with Salesforce data and metadata, allowi…
|
B 80 5⁄5 | ||||||||
| 1262 |
Enables AI agents to seamlessly interact with Google Sheets through secure OAut…
|
B 80 5⁄5 | ||||||||
| 1263 |
Enables secure filesystem access with privacy controls using .mcpignore files t…
|
B 80 5⁄4 | ||||||||
| 1264 |
Enables AI models to generate synthetic data, manage templates and connections,…
|
B 80 5⁄5 | ||||||||
| 1265 |
A read-only Model Context Protocol server that enables LLMs to search, list, an…
|
B 80 5⁄4 | ||||||||
| 1266 |
MCP server for SAPUI5/OpenUI5 development
|
B 80 5⁄5 | ||||||||
| 1267 |
Search, discover, and register AI agents in the public registry at agentlookup.…
|
B 80 4⁄4 | ||||||||
| 1268 |
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
|
B 80 5⁄4 | ||||||||
| 1269 |
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
|
B 80 6⁄6 | ||||||||
| 1270 |
The MoneyChoice MCP Server delivers institutional-grade economic forecasts powe…
|
B 80 6⁄6 | ||||||||
| 1271 |
A protocol server that enables interaction with self-hosted Supabase instances …
|
B 80 5⁄5 | ||||||||
| 1272 |
An MCP server that automates the migration of WordPress sites into production-r…
|
B 80 5⁄5 | ||||||||
| 1273 |
Enables AI assistants to manage GitHub issues using deterministic priority scor…
|
B 80 5⁄4 | ||||||||
| 1274 |
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
|
B 80 5⁄5 | ||||||||
| 1275 |
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
|
B 80 6⁄6 | ||||||||
| 1276 |
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
|
B 80 5⁄5 | ||||||||
| 1277 |
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
|
B 80 5⁄4 | ||||||||
| 1278 |
MCP server providing accurate information about NixOS packages, system options,…
|
B 80 5⁄4 | ||||||||
| 1279 |
A Model Context Protocol (MCP) server for Elsevier Scopus. Allows AI assistants…
|
B 80 5⁄4 | ||||||||
| 1280 |
MCP server for querying Codecov coverage data with configurable URL support
|
B 80 5⁄4 | ||||||||
| 1281 |
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
|
B 80 5⁄5 | ||||||||
| 1282 |
mcp-meme-sticky
|
B 80 5⁄5 | ||||||||
| 1283 |
Provides access to over 200,000 icons from 150+ collections with features for s…
|
B 80 5⁄5 | ||||||||
| 1284 |
Enables natural language domain management through Dynadot, supporting domain r…
|
B 80 5⁄5 | ||||||||
| 1285 |
Query 47 EU regulations (GDPR, NIS2, DORA, AI Act) - 2,438 articles, 3,712 reci…
|
B 80 5⁄4 | ||||||||
| 1286 |
Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via D…
|
B 80 5⁄4 | ||||||||
| 1287 |
A Model Context Protocol (MCP) server that provides a set of tools for retrievi…
|
B 80 5⁄4 | ||||||||
| 1288 |
Task management API built for AI agents. Create, delegate, and track tasks with…
|
B 80 5⁄4 | ||||||||
| 1289 |
Provides fast C++ code intelligence for LLMs by combining Tree-sitter parsing w…
|
B 80 5⁄4 | ||||||||
| 1290 |
Provides secure, read-only access to Gmail for Claude CLI with label-based filt…
|
B 80 5⁄5 | ||||||||
| 1291 |
Extracts minimal, relevant code context from multiple programming languages whi…
|
B 80 5⁄4 | ||||||||
| 1292 |
A task management MCP server that allows users to create, list, and organize ta…
|
B 80 5⁄4 | ||||||||
| 1293 |
context-engineering
Claim
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
|
B 80 5⁄4 | ||||||||
| 1294 |
Facilitates the analysis of Figma file structures by extracting node hierarchie…
|
B 80 5⁄5 | ||||||||
| 1295 |
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
|
B 80 5⁄5 | ||||||||
| 1296 |
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
|
B 80 4⁄4 | ||||||||
| 1297 |
Transmission MCP Server
Claim
Provides tools for interacting with the Transmission BitTorrent client via natu…
|
B 80 5⁄4 | ||||||||
| 1298 |
A nomad MCP Server (modelcontextprotocol)
|
B 80 5⁄4 | ||||||||
| 1299 |
DeepWriter MCP Server
Claim
Provides tools for creating, managing, and generating content for DeepWriter pr…
|
B 80 5⁄5 | ||||||||
| 1300 |
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
|
B 80 5⁄4 | ||||||||