MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19551 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19552 |
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (O…
|
B 82 3⁄3 | ||||||||
| 19553 |
telegram-api-mcp
Claim
Ultimate MCP server for Telegram Bot API — 169 methods, full v9.6 coverage, met…
|
B 82 3⁄3 | ||||||||
| 19554 |
Connect Claude to QuickBooks Online — query finances, create invoices, run repo…
|
B 82 3⁄3 | ||||||||
| 19555 |
Paper trading simulator for Polymarket — built for AI agents. MCP server, live …
|
B 82 3⁄3 | ||||||||
| 19556 |
Italian e-invoicing: FatturaPA XML/SDI v1.2.3, 27 tools. UBL 2.1 and CII wire f…
|
B 82 3⁄3 | ||||||||
| 19557 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19558 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19559 |
Persistent project memory + architectural decisions + pre-execution safety hook…
|
B 82 3⁄3 | ||||||||
| 19560 |
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
|
B 82 3⁄3 | ||||||||
| 19561 |
apple-reminders
Claim
Fast, native macOS Apple Reminders via EventKit. 10-200x faster than AppleScrip…
|
B 82 3⁄3 | ||||||||
| 19562 |
qidi-printer-mcp MCP server by MEOK AI Labs
|
B 82 3⁄3 | ||||||||
| 19563 |
MCP server for Apple's Icon Composer: programmatically create .icon bundles wit…
|
B 82 3⁄3 | ||||||||
| 19564 |
SSWP MCP — Deterministic software attestation for AI-augmented development. Wit…
|
B 82 3⁄3 | ||||||||
| 19565 |
Security scanner for MCP servers. Detects backdoors, exfiltration code, obfusca…
|
B 82 3⁄3 | ||||||||
| 19566 |
Causal graph memory engine for AI agents. Scores memories using relevance × con…
|
B 82 3⁄3 | ||||||||
| 19567 |
.
|
B 82 3⁄3 | ||||||||
| 19568 |
MCP server quality scoring and optimization for the agent economy.
|
B 82 3⁄3 | ||||||||
| 19569 |
Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fal…
|
B 82 3⁄3 | ||||||||
| 19570 |
greenlake-workspaces-mcp
Claim
HPE GreenLake workspaces MCP Server
|
B 82 3⁄3 | ||||||||
| 19571 |
YouTube transcript extraction for AI agents. Clean text, timestamps, or structu…
|
B 82 3⁄3 | ||||||||
| 19572 |
|
B 82 3⁄3 | ||||||||
| 19573 |
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
B 82 3⁄3 | ||||||||
| 19574 |
Exposes Sourcegraph Zoekt code search to MCP-capable AI agents, enabling fast, …
|
B 82 3⁄3 | ||||||||
| 19575 |
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana…
|
B 82 3⁄3 | ||||||||
| 19576 |
lazy-tool
Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
|
B 82 3⁄3 | ||||||||
| 19577 |
Enables users to define and run MCP tools using declarative YAML configs with b…
|
B 82 3⁄3 | ||||||||
| 19578 |
A Model Context Protocol server that provides secure access to N Lobby school p…
|
B 82 3⁄3 | ||||||||
| 19579 |
SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion.…
|
B 81 3⁄3 | ||||||||
| 19580 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19581 |
MCP Cloudflare
Claim
Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules
|
B 81 4⁄3 | ||||||||
| 19582 |
Forgespec MCP facilitates Spec-Driven Development (SDD) by providing tools for …
|
B 81 3⁄3 | ||||||||
| 19583 |
MCP server exposing psycopg2 PostgreSQL database adapter functionality
|
B 81 3⁄3 | ||||||||
| 19584 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
|
B 81 3⁄3 | ||||||||
| 19585 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19586 |
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
|
B 81 3⁄3 | ||||||||
| 19587 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19588 |
Runtime security for AI agent commerce. CLI + MCP server blocks hallucinated pu…
|
B 81 3⁄3 | ||||||||
| 19589 |
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
|
B 81 4⁄4 | ||||||||
| 19590 |
Visual architecture canvas that updates in real-time. Agents can build, read, a…
|
B 81 3⁄3 | ||||||||
| 19591 |
Calculate US household employer (nanny) taxes + run payroll via AI agents. All …
|
B 81 3⁄3 | ||||||||
| 19592 |
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdi…
|
B 81 3⁄3 | ||||||||
| 19593 |
Connects Google Search Console to MCP clients to query search analytics, manage…
|
B 81 4⁄4 | ||||||||
| 19594 |
CallRail REST API v3 integration with 49 tools for call tracking, form submissi…
|
B 81 3⁄3 | ||||||||
| 19595 |
Context sync layer for AI agents. Ensures continuity and eliminates memory drif…
|
B 81 3⁄3 | ||||||||
| 19596 |
MCP server connecting AI assistants to eToro for portfolio analysis, market res…
|
B 81 3⁄3 | ||||||||
| 19597 |
A visual designer pen for Claude Code that lets users click, drag, or draw on w…
|
B 81 3⁄3 | ||||||||
| 19598 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
|
B 81 3⁄3 | ||||||||
| 19599 |
An MCP server that exposes 16 free investment-research signals (insider trades,…
|
B 81 3⁄3 | ||||||||
| 19600 |
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
|
B 81 3⁄3 | ||||||||