MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
Form builder and response collector for AI agents. Reads are free, writes requi…
|
B 81 3⁄3 | ||||||||
| 19652 |
Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||
| 19653 |
Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle reso…
|
B 81 3⁄3 | ||||||||
| 19654 |
pipepie
Claim
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …
|
B 81 3⁄3 | ||||||||
| 19655 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19656 |
An MCP server for academic paper search that integrates with AI assistants (e.g…
|
B 81 3⁄3 | ||||||||
| 19657 |
MCP server connecting AI assistants to eToro for portfolio analysis, market res…
|
B 81 3⁄3 | ||||||||
| 19658 |
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
|
B 81 3⁄3 | ||||||||
| 19659 |
Context sync layer for AI agents. Ensures continuity and eliminates memory drif…
|
B 81 3⁄3 | ||||||||
| 19660 |
MCP server that exposes PostgreSQL database operations via psycopg2, including …
|
B 81 3⁄3 | ||||||||
| 19661 |
Enables users to manage time entries and log hours on the ProjectX platform usi…
|
B 81 3⁄3 | ||||||||
| 19662 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19663 |
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, sched…
|
B 81 4⁄3 | ||||||||
| 19664 |
Graph-native bounded working memory for coding agents with typed memories, caus…
|
B 81 3⁄3 | ||||||||
| 19665 |
MCP Cloudflare
Claim
Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules
|
B 81 4⁄3 | ||||||||
| 19666 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19667 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
|
B 80 3⁄3 | ||||||||
| 19668 |
EDA Tools MCP Server
Claim
Enables AI assistants to perform Electronic Design Automation (EDA) tasks inclu…
|
B 80 3⁄3 | ||||||||
| 19669 |
loctree-mcp
Claim
Structural code intelligence for AI agents. Scan once, query everything — dead …
|
B 80 3⁄3 | ||||||||
| 19670 |
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
|
B 80 4⁄3 | ||||||||
| 19671 |
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks,…
|
B 80 4⁄4 | ||||||||
| 19672 |
MCP server for Datamuse word-finding API
|
B 80 3⁄3 | ||||||||
| 19673 |
GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodin…
|
B 80 4⁄3 | ||||||||
| 19674 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19675 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19676 |
Enables automated login and price monitoring for OZON seller platform using QQ …
|
B 80 3⁄3 | ||||||||
| 19677 |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
|
B 80 3⁄3 | ||||||||
| 19678 |
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
|
B 80 4⁄3 | ||||||||
| 19679 |
Integrate with AverbePorto to streamline authentication and document submission…
|
B 80 3⁄3 | ||||||||
| 19680 |
cli-anything-zotero
Claim
CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for …
|
B 80 3⁄3 | ||||||||
| 19681 |
|
B 80 3⁄3 | ||||||||
| 19682 |
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
|
B 80 3⁄3 | ||||||||
| 19683 |
ahk-mcp
Claim
Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Aut…
|
B 80 3⁄3 | ||||||||
| 19684 |
Security scanning and threat detection for AI agents
|
B 80 3⁄3 | ||||||||
| 19685 |
appcontrol-mcp-go
Claim
AppControl MCP is a local server connecting AI agents and IDEs like Claude, Cur…
|
B 80 3⁄3 | ||||||||
| 19686 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19687 |
Dart AI task management MCP with batch operations, DartQL selectors, CSV import…
|
B 80 4⁄3 | ||||||||
| 19688 |
Development workflow server for CrossPad — build, test, run, screenshot, and na…
|
B 80 3⁄3 | ||||||||
| 19689 |
Tells AI agents which files to test first — churn, coverage, and test mapping a…
|
B 80 3⁄3 | ||||||||
| 19690 |
A standalone Node MCP server that provides semantic search, knowledge graph, an…
|
B 80 3⁄3 | ||||||||
| 19691 |
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
B 80 3⁄3 | ||||||||
| 19692 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19693 |
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
|
B 80 3⁄3 | ||||||||
| 19694 |
@networkselfmd/mcp
Claim
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
|
B 80 3⁄3 | ||||||||
| 19695 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||
| 19696 |
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (C…
|
B 80 4⁄3 | ||||||||
| 19697 |
An MCP server that connects Claude to the USAJobs API, enabling natural languag…
|
B 80 3⁄3 | ||||||||
| 19698 |
An MCP bridge server that allows AI tools to call functions and execute code di…
|
B 80 3⁄3 | ||||||||
| 19699 |
Graph-based memory system for LLMs with knowledge graphs and semantic search.
|
B 80 3⁄3 | ||||||||
| 19700 |
Integrates ClickUp tasks with AI applications, enabling natural language manage…
|
B 80 4⁄4 | ||||||||