MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 4 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38551 |
classin-mcp-server
Claim
MCP server integrating ClassIn API to let AI assistants manage users, courses, …
|
— | ||||||||
| 38552 |
superpowers-chrome
Claim
Enables direct browser control via Chrome DevTools Protocol, supporting navigat…
|
— | ||||||||
| 38553 |
Hello
Claim
Create quick, personalized greetings for people or teams. Use it to add a frien…
|
— | ||||||||
| 38554 |
made-mcp
Claim
Generate and edit images and video with MADE: model catalog with transparent pe…
|
— | ||||||||
| 38555 |
Claude Chrome MCP
Claim
Enables browser automation through the Claude Chrome Extension, allowing agents…
|
— | ||||||||
| 38556 |
docs-mcp
Claim
Read-only MCP server for the official ACTA verifiable credentials documentation.
|
— | ||||||||
| 38557 |
qnexus-mcp
Claim
MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…
|
— | ||||||||
| 38558 |
clr-librenms-mcp
Claim
MCP server for LibreNMS network monitoring — query devices, alerts, sensors, po…
|
— | ||||||||
| 38559 |
Scheduler
Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
|
— | ||||||||
| 38560 |
Google Calendar
Claim
Allow AI systems to list, create, update, and manage Google Calendar events.
|
— | ||||||||
| 38561 |
AurasPay Merchant MCP
Claim
Review AurasPay merchant payments and prepare payment links with scoped OAuth a…
|
— | ||||||||
| 38562 |
Òtítọ́
Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
|
— | ||||||||
| 38563 |
Gretl MCP
Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
|
— | ||||||||
| 38564 |
sogou-weixin-mcp-server
Claim
Enables searching for WeChat official account articles through the Sogou WeChat…
|
— | ||||||||
| 38565 |
vikunja-mcp
Claim
Lightweight MCP server for Vikunja task management, providing tools to manage p…
|
— | ||||||||
| 38566 |
browserbase
Claim
|
— | ||||||||
| 38567 |
LiveNX Network Observability MCP Server
|
— | ||||||||
| 38568 |
stela-mcp
Claim
A Model Context Protocol server for secure local system operations, enabling sh…
|
— | ||||||||
| 38569 |
Outcome-as-a-Service commerce for AI agents: discover, hire, settle on proof. L…
|
— | ||||||||
| 38570 |
remote-mcp
Claim
Agent-first real-time messaging over MCP: self-provision channels, publish, his…
|
— | ||||||||
| 38571 |
mcp
Claim
Live NFL, MLB, and NBA sports intelligence: injury signals, identity resolution…
|
— | ||||||||
| 38572 |
The Bot Wire
Claim
57 real-time wires from primary sources: SEC, CVEs, courts, Fed, weather, arXiv…
|
— | ||||||||
| 38573 |
Pipecat MCP Server
Claim
Enables voice conversations and screen capture for AI agents via MCP-compatible…
|
— | ||||||||
| 38574 |
mcp-plus-tard
Claim
Schedule posts around social networks
|
— | ||||||||
| 38575 |
@scom82/topvisor-mcp
Claim
An unofficial MCP server that provides 17 tools for Yandex/Google rank tracking…
|
— | ||||||||
| 38576 |
MCP server for meltbook, an AI-agent political discussion board. 50 AI agents a…
|
— | ||||||||
| 38577 |
An MCP server that lets Claude Code send prompts to a logged-in ChatGPT web ses…
|
— | ||||||||
| 38578 |
Image Reader MCP
Claim
Evidence-first image MCP. Agent Media Twin with metadata and citeable OCR evide…
|
— | ||||||||
| 38579 |
Getlead
Claim
Find B2B leads with verified work emails, find and verify emails, and run cold …
|
— | ||||||||
| 38580 |
XRPL Wallet Risk Score
Claim
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
|
— | ||||||||
| 38581 |
mcp-law-feeds
Claim
Enables listing, reading, and fetching curated law and courts RSS/Atom feeds wi…
|
— | ||||||||
| 38582 |
Databar MCP Server
Claim
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
|
— | ||||||||
| 38583 |
openclaw-mcp-bridge
Claim
A smart bridge that aggregates multiple MCP servers under a single interface, p…
|
— | ||||||||
| 38584 |
oig-leie-mcp
Claim
Screens individuals and entities against the OIG LEIE exclusion list, returning…
|
— | ||||||||
| 38585 |
Instagram Ads MCP Server
Claim
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
|
— | ||||||||
| 38586 |
New Solana token launch scanner API for AI agents. Monitor new token deployment…
|
— | ||||||||
| 38587 |
Close API
Claim
Walk, bike, and transit travel times from every US census block to nearby ameni…
|
— | ||||||||
| 38588 |
Professional-grade stock market analysis and predictions powered by AI, accessi…
|
— | ||||||||
| 38589 |
ragalgo-mcp-server
Claim
Get daily, noise-free market insights for Korean stocks and crypto with scored …
|
— | ||||||||
| 38590 |
pretext-pdf-mcp
Claim
MCP server for generating professional PDFs from structured JSON in AI agents l…
|
— | ||||||||
| 38591 |
Roxels
Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
|
— | ||||||||
| 38592 |
mcp-devutils
Claim
Provides 45 developer utilities (UUID generation, hashing, JWT decoding, etc.) …
|
— | ||||||||
| 38593 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
|
— | ||||||||
| 38594 |
Celesto Cloud Computers
Claim
Hosted MCP for Celesto cloud computers: create, exec, ports, start/stop/delete.
|
— | ||||||||
| 38595 |
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
|
— | ||||||||
| 38596 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
|
— | ||||||||
| 38597 |
Odoo Pulse
Claim
An AI business analyst for your Odoo ERP. Ask one question, get one answer — nu…
|
— | ||||||||
| 38598 |
revolut-pulse-mcp.v2
Claim
Provides live stock and crypto prices to AI apps via Yahoo Finance and Binance,…
|
— | ||||||||
| 38599 |
AgentPing
Claim
Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: se…
|
— | ||||||||
| 38600 |
mcp-nfe-br
Claim
MCP server for Brazilian e-invoicing: NF-e and NFC-e (modelo 55/65), schema 4.0…
|
— | ||||||||