MCP Server Quality Scores
Independent quality analysis of 48935 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 19051 |
Dremio MCP server
|
F 25 5⁄5 | ||||||||
| 19052 |
MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agen…
|
F 25 4⁄4 | ||||||||
| 19053 |
Enables programmatic design creation and manipulation on the Canvelete platform…
|
F 25 4⁄4 | ||||||||
| 19054 |
TrendRadar aggregates hot news from multiple platforms and provides AI-powered …
|
F 25 5⁄5 | ||||||||
| 19055 |
MCP Server for natural language querying of Snowflake, Google BigQuery, and Dat…
|
F 25 4⁄4 | ||||||||
| 19056 |
Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, m…
|
F 25 5⁄3 | ||||||||
| 19057 |
ArcAgent MCP server for bounty discovery, workspace execution, and verified cod…
|
F 25 5⁄5 | ||||||||
| 19058 |
Email Send API
Claim
Send emails programmatically via Resend. Text and HTML. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 19059 |
Next Generation Agentic Proxy for AI Agents and MCP servers
|
F 25 4⁄4 | ||||||||
| 19060 |
PII Detector API
Claim
Detect PII in text: emails, phones, SSNs, credit cards, IPs. Regex + Luhn. x402.
|
F 25 5⁄5 | ||||||||
| 19061 |
A comprehensive customer support platform featuring real-time messaging, knowle…
|
F 25 4⁄4 | ||||||||
| 19062 |
Zigpoll
Claim
Analyze Zigpoll survey responses, track trends, and get AI-powered insights.
|
F 23 5⁄5 | ||||||||
| 19063 |
Exact arithmetic engine for AI agents. 62 tools across 22 domains —
integer ma…
|
F 20 5⁄5 | ||||||||
| 19064 |
YeetIt
Claim
Instant web publishing for AI agents. POST HTML, get a live URL. No account nee…
|
F 18 5⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 19065 |
Persistent memory for AI agents — 55 MCP tools, spreading activation recall.
|
A+ 97 3⁄3 | ||||||||
| 19066 |
Enables AI-powered music generation and live coding by providing direct control…
|
A+ 95 3⁄3 | ||||||||
| 19067 |
Official Ollama MCP Server. Exposes ollama_chat, ollama_generate, ollama_pull_m…
|
A 94 3⁄3 | ||||||||
| 19068 |
MCP server that connects AI assistants to Actual Budget for budget management, …
|
A 94 3⁄3 | ||||||||
| 19069 |
A powerful, security-hardened MCP server for intelligent file organization. Pro…
|
A 94 3⁄3 | ||||||||
| 19070 |
Computer-use MCP for Windows 10/11: 29 tools — screenshot, UIA, Chrome CDP, typ…
|
A 94 3⁄3 | ||||||||
| 19071 |
A simple MCP server that enables users to send emails using Resend's API, integ…
|
A 94 3⁄3 | ||||||||
| 19072 |
Guardian layer for AI agents: identity, secrets, audit via MCP.
|
A 94 3⁄3 | ||||||||
| 19073 |
Feature-complete Obsidian vault MCP server with 23 tools and 3 resources. Full-…
|
A 94 3⁄3 | ||||||||
| 19074 |
🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent …
|
A 94 3⁄3 | ||||||||
| 19075 |
Trust-aware Nostr for AI agents -- 235 tools covering social, DMs, zaps, trust,…
|
A 94 3⁄3 | ||||||||
| 19076 |
TokenSave
Claim
Code intelligence for 15+ languages: semantic graph queries instead of file rea…
|
A 94 3⁄3 | ||||||||
| 19077 |
MCP server providing native macOS integration with Apple Reminders and Calendar…
|
A 93 3⁄3 | ||||||||
| 19078 |
Multi-session browser MCP — 15 parallel isolated browsers, 37 tools, stealth, s…
|
A 93 3⁄3 | ||||||||
| 19079 |
A context engineering tool for AI coding assistants that detects post-training …
|
A 93 3⁄3 | ||||||||
| 19080 |
ai-memory
Claim
Persistent memory for any AI — zero token cost until recall
|
A 93 3⁄3 | ||||||||
| 19081 |
Open-source AI security agent: SAST, DAST, and policy-as-code over MCP.
|
A 93 3⁄3 | ||||||||
| 19082 |
Wraps Codex CLI as MCP tools: query, review, search, assess, structured, sessio…
|
A 92 3⁄3 | ||||||||
| 19083 |
markplane
Claim
AI-native, markdown-first project management. Your repo is the project manager.
|
A 92 3⁄3 | ||||||||
| 19084 |
pforge
Claim
Zero-boilerplate MCP server framework with declarative YAML configuration
|
A 92 3⁄3 | ||||||||
| 19085 |
Record development decisions as structured JSON, embed as vectors via Gemini, a…
|
A 92 3⁄3 | ||||||||
| 19086 |
This MCP server enables Claude to interact with an Obsidian vault for persisten…
|
A 92 3⁄3 | ||||||||
| 19087 |
AI-powered podcast clipper that generates vertical clips with face tracking and…
|
A 92 3⁄3 | ||||||||
| 19088 |
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
|
A 92 3⁄3 | ||||||||
| 19089 |
ClawdCursor
Claim
The local MCP server that gives any AI agent safe desktop control. Provides 6 c…
|
A 92 3⁄3 | ||||||||
| 19090 |
pitlane-mcp
Claim
Token-efficient navigation substrate for AI coding agents. Index code once and …
|
A 92 3⁄3 | ||||||||
| 19091 |
devbase
Claim
Developer Knowledge OS — local-first bimodal workspace for humans (TUI) and AI …
|
A 92 3⁄3 | ||||||||
| 19092 |
A local bridge for bidirectional collaboration between Claude Code and Codex. 连…
|
A 92 3⁄3 | ||||||||
| 19093 |
Obsidian Intelligence turns your vault into a Model Context Protocol server. An…
|
A 92 3⁄3 | ||||||||
| 19094 |
Fast, lightweight Firecrawl alternative in Rust. Web scraper, crawler & search …
|
A 92 3⁄3 | ||||||||
| 19095 |
Automates Firefox via WebDriver BiDi for browser control, including navigation,…
|
A 92 3⁄3 | ||||||||
| 19096 |
Record debug sessions, commands, failed attempts, and successful fixes in local…
|
A 91 3⁄3 | ||||||||
| 19097 |
ZettelForge is an agentic memory system for cyber threat intelligence that extr…
|
A 91 3⁄3 | ||||||||
| 19098 |
Enables users to search and browse Mobbin's extensive library of mobile app des…
|
A 91 3⁄3 | ||||||||
| 19099 |
MCP Toolbox for Databases enables your agent to connect to your database.
|
A 91 3⁄3 | ||||||||
| 19100 |
mcp-windbg
Claim
Model Context Protocol for WindDbg, implementation by rust
|
A 91 3⁄3 | ||||||||