MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 1 hour, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19652 |
IMAP/SMTP email MCP server with 42 tools for reading, searching, sending, sched…
|
B 81 4⁄3 | ||||||||
| 19653 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19654 |
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
|
B 81 3⁄3 | ||||||||
| 19655 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19656 |
A visual designer pen for Claude Code that lets users click, drag, or draw on w…
|
B 81 3⁄3 | ||||||||
| 19657 |
Access UK company data through the Companies House API directly in MCP clients,…
|
B 81 4⁄3 | ||||||||
| 19658 |
Matlab MCP Server in python
|
B 81 3⁄3 | ||||||||
| 19659 |
MCP server that exposes PostgreSQL database operations via psycopg2, including …
|
B 81 3⁄3 | ||||||||
| 19660 |
Avito API MCP for AI agents — 148 tools, safe-by-default, stdio or remote HTTP …
|
B 81 3⁄3 | ||||||||
| 19661 |
Visual architecture canvas that updates in real-time. Agents can build, read, a…
|
B 81 3⁄3 | ||||||||
| 19662 |
Diablo II Resurrected modding toolkit — character builder, mod build/deploy pip…
|
B 81 3⁄3 | ||||||||
| 19663 |
Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sess…
|
B 81 3⁄3 | ||||||||
| 19664 |
Enables AI coding agents to securely execute shell commands on remote SSH serve…
|
B 81 3⁄3 | ||||||||
| 19665 |
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring t…
|
B 81 3⁄3 | ||||||||
| 19666 |
Context sync layer for AI agents. Ensures continuity and eliminates memory drif…
|
B 81 3⁄3 | ||||||||
| 19667 |
MCP server for parallel video rendering with 6 tools: detect_gpu, system_info, …
|
B 80 3⁄3 | ||||||||
| 19668 |
AI-powered personal finance analysis through Claude AI using Plaid integration,…
|
B 80 3⁄3 | ||||||||
| 19669 |
cordon
Claim
Security gateway for MCP tool calls. Sits between your LLM client and MCP serve…
|
B 80 3⁄3 | ||||||||
| 19670 |
Governed actions, shared memory, audit, and rollback for MCP clients such as Cl…
|
B 80 3⁄3 | ||||||||
| 19671 |
Development workflow server for CrossPad — build, test, run, screenshot, and na…
|
B 80 3⁄3 | ||||||||
| 19672 |
2-5x longer Claude Code sessions before compaction. Saves 30-40% on input token…
|
B 80 3⁄3 | ||||||||
| 19673 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
B 80 3⁄3 | ||||||||
| 19674 |
An MCP server that wraps the OpenAI Codex SDK to deploy multiple specialized AI…
|
B 80 3⁄3 | ||||||||
| 19675 |
Search and discover 1,400+ verified local food producers in Norway — farms, REK…
|
B 80 3⁄3 | ||||||||
| 19676 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
|
B 80 3⁄3 | ||||||||
| 19677 |
appcontrol-mcp-go
Claim
AppControl MCP is a local server connecting AI agents and IDEs like Claude, Cur…
|
B 80 3⁄3 | ||||||||
| 19678 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19679 |
Query OSV.dev for package vulnerabilities and batch-audit dependency lists via …
|
B 80 3⁄3 | ||||||||
| 19680 |
|
B 80 3⁄3 | ||||||||
| 19681 |
Vector embeddings, CloudFormation generation, and OAuth validation for AI workf…
|
B 80 4⁄3 | ||||||||
| 19682 |
MCP servers for the UniFi suite of applications, Network, Protect, Access, and …
|
B 80 4⁄3 | ||||||||
| 19683 |
Search and contribute to the Open Food Facts database.
|
B 80 4⁄3 | ||||||||
| 19684 |
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
|
B 80 3⁄3 | ||||||||
| 19685 |
Tells AI agents which files to test first — churn, coverage, and test mapping a…
|
B 80 3⁄3 | ||||||||
| 19686 |
Record what you do on any website and securely automate it forever. Replays bro…
|
B 80 3⁄3 | ||||||||
| 19687 |
AI API cost calculator, recommender & MCP server. 29 models across text/image/v…
|
B 80 3⁄3 | ||||||||
| 19688 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19689 |
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
|
B 80 3⁄3 | ||||||||
| 19690 |
SSH MCP Server lets you manage remote Linux servers through natural language in…
|
B 80 3⁄3 | ||||||||
| 19691 |
This MCP server provides 56 tools covering the full Pressable API for managing …
|
B 80 3⁄3 | ||||||||
| 19692 |
The most complete API testing MCP — Postman inside your AI assistant. Per-proje…
|
B 80 4⁄3 | ||||||||
| 19693 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||
| 19694 |
MCP server for sanctions screening and PEP checks via OpenSanctions API. Search…
|
B 80 3⁄3 | ||||||||
| 19695 |
neo4j-mcp-canary
Claim
Neo4j MCP Canary — The canary goes first so the rest of us know what's coming
|
B 80 3⁄3 | ||||||||
| 19696 |
Security scanning and threat detection for AI agents
|
B 80 3⁄3 | ||||||||
| 19697 |
This server integrates AI assistants with ClickUp workspaces, enabling task, te…
|
B 80 4⁄4 | ||||||||
| 19698 |
Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…
|
B 80 4⁄3 | ||||||||
| 19699 |
Agent settlement protocol — discover, negotiate, settle, and verify with XAP.
|
B 80 3⁄3 | ||||||||
| 19700 |
Enables AI assistants to interact with WhatsApp through the WSAPI service, supp…
|
B 80 4⁄4 | ||||||||