MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 7 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21201 |
Geospatial tools for AI agents: geocoding, routing, elevation, spatial analysis…
|
B 71 4⁄3 | ||||||||
| 21202 |
MCP server with over 70 tools to manage and maintain an entire Discord server.
|
B 71 4⁄3 | ||||||||
| 21203 |
Enables management of LaunchNotes projects and announcements through natural la…
|
B 71 4⁄4 | ||||||||
| 21204 |
Mailchimp via MCP: draft, test, and send campaigns; manage audiences and subscr…
|
B 71 3⁄3 | ||||||||
| 21205 |
Domain security reconnaissance for AI agents. 13 tools — DNS + DNSSEC, SSL/TLS …
|
B 71 3⁄3 | ||||||||
| 21206 |
Roslyn CodeLens
Claim
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
|
B 71 3⁄3 | ||||||||
| 21207 |
Enables natural language queries about grades, GPA, attendance, and schedules b…
|
B 71 3⁄3 | ||||||||
| 21208 |
Integration platform for aviation data sources including weather, NOTAMs, airpo…
|
B 71 4⁄4 | ||||||||
| 21209 |
Screaming Frog SEO Spider headless crawls, data export, and technical SEO audit…
|
B 71 3⁄3 | ||||||||
| 21210 |
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→…
|
B 71 4⁄3 | ||||||||
| 21211 |
A self-evolving engineering playbook system that provides AI assistants with st…
|
B 71 4⁄4 | ||||||||
| 21212 |
Connecting AI to biomedical data
|
B 71 4⁄3 | ||||||||
| 21213 |
@deva-me/mcp-server
Claim
Provides a comprehensive suite of tools for agents to access Deva Agent Resourc…
|
B 71 4⁄4 | ||||||||
| 21214 |
The official C# SDK for Model Context Protocol servers and clients. Maintained …
|
B 71 3⁄3 | ||||||||
| 21215 |
ontosphere
Claim
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs o…
|
B 71 3⁄3 | ||||||||
| 21216 |
MCP server that exposes Redis API to AI models
|
B 71 3⁄3 | ||||||||
| 21217 |
Enables direct access to Norwegian company data — lookup, search, roles, subuni…
|
B 71 3⁄3 | ||||||||
| 21218 |
superman-mcp
Claim
A Cursor enhancement plugin that provides multi-session MCP functionality, a me…
|
B 71 3⁄3 | ||||||||
| 21219 |
Discord MCP Server
Claim
Provides 33 tools for managing Discord servers, including channel and role admi…
|
B 71 4⁄4 | ||||||||
| 21220 |
Integrate natural language task management with Todoist. Manage tasks, projects…
|
B 71 4⁄4 | ||||||||
| 21221 |
Find verified professional emails by name, domain, LinkedIn, or role.
|
B 71 3⁄3 | ||||||||
| 21222 |
MCP server that exposes a Telegram bot
|
B 71 3⁄3 | ||||||||
| 21223 |
vscode-notebook-mcp
Claim
Exposes VSCode Jupyter notebooks to MCP-compatible AI agents, enabling them to …
|
B 71 3⁄3 | ||||||||
| 21224 |
iMCP
Claim
A macOS app that provides an MCP server to your Messages, Contacts, Reminders a…
|
B 71 3⁄3 | ||||||||
| 21225 |
WAKE Protocol
Claim
A post-mortem succession protocol for AI agents. Black Box, handoff, time-locks.
|
B 71 3⁄3 | ||||||||
| 21226 |
Search dashboards, investigate incidents and query datasources in your Grafana …
|
B 71 4⁄3 | ||||||||
| 21227 |
Enables AI assistants to interact with Mealie recipe databases, allowing users …
|
B 71 4⁄4 | ||||||||
| 21228 |
Multi-core, Tokio-native orchestration for LLM pipelines.
|
B 71 4⁄3 | ||||||||
| 21229 |
TUI to inspect and test MCP servers
|
B 71 4⁄3 | ||||||||
| 21230 |
Benchmark, memory, Big O analysis for AI agents
|
B 71 3⁄3 | ||||||||
| 21231 |
An MCP server that enables AI agents to discover, manage, and interact with Loc…
|
B 71 3⁄3 | ||||||||
| 21232 |
Opinionated MCP server — Pydantic output schemas, 7 domains, built to evolve.
|
B 71 3⁄3 | ||||||||
| 21233 |
adbfriend
Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
|
B 71 3⁄3 | ||||||||
| 21234 |
Bridges Motion's AI-powered calendar and task management platform with LLMs usi…
|
B 71 4⁄4 | ||||||||
| 21235 |
A Python-based Model Context Protocol server that provides 87 tools for compreh…
|
B 71 4⁄4 | ||||||||
| 21236 |
Provides Azure DevOps integration through MCP, enabling management of projects,…
|
B 71 4⁄4 | ||||||||
| 21237 |
MCP server for the Dynadot domain registrar API — 60 tools for domain search, r…
|
B 71 3⁄3 | ||||||||
| 21238 |
|
B 71 4⁄3 | ||||||||
| 21239 |
Enables context compression for Claude Code by offloading large file queries an…
|
B 71 3⁄3 | ||||||||
| 21240 |
openaccountants
Claim
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
|
B 71 3⁄3 | ||||||||
| 21241 |
Mautic MCP Server
Claim
Enables comprehensive integration with Mautic marketing automation platform, pr…
|
B 71 4⁄4 | ||||||||
| 21242 |
Turns idle AI quota into verified microtask output by coordinating agents to pu…
|
B 71 3⁄3 | ||||||||
| 21243 |
Rust MCP server for binary analysis and reverse engineering.
|
B 71 3⁄3 | ||||||||
| 21244 |
|
B 71 3⁄3 | ||||||||
| 21245 |
Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 …
|
B 71 3⁄3 | ||||||||
| 21246 |
air
Claim
AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…
|
B 71 3⁄3 | ||||||||
| 21247 |
MCP server for code structure analysis using tree-sitter.
|
B 71 3⁄3 | ||||||||
| 21248 |
UniMCP4CC
Claim
Enables Claude Code to directly control Unity Editor, supporting scene manipula…
|
B 71 4⁄3 | ||||||||
| 21249 |
A drop-in replacement for Anthropic's memory server that utilizes SQLite to ens…
|
B 71 3⁄3 | ||||||||
| 21250 |
Enables interaction with GitLab repositories through secure OAuth 2.0 authentic…
|
B 71 4⁄4 | ||||||||