MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 4 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29501 |
Get social media data from Instagram and TikTok: profiles, posts, videos, comme…
|
F 26 3⁄5 | ||||||||
| 29502 |
dobby
Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
|
F 26 3⁄5 | ||||||||
| 29503 |
Connect AI agents to Filepad workspaces through OAuth MCP.
|
F 26 3⁄5 | ||||||||
| 29504 |
MCP server for Statsig API - interact with Statsig's feature flags, experiments…
|
F 26 3⁄5 | ||||||||
| 29505 |
Agent-to-agent cloud service: deploys and runs your apps and services — domains…
|
F 26 3⁄5 | ||||||||
| 29506 |
Provides data for LEGO sets, minifigures, parts and elements. Not affiliated wi…
|
F 26 3⁄5 | ||||||||
| 29507 |
Connect your Zotero reference library to AI assistants via Model Context Protoc…
|
F 26 3⁄5 | ||||||||
| 29508 |
Connect to Hugging Face Hub and thousands of Gradio AI Applications
|
F 26 3⁄5 | ||||||||
| 29509 |
SQLite databases on the edge. Create per-agent databases, run SQL, branch schem…
|
F 26 3⁄5 | ||||||||
| 29510 |
Query and audit AppSheet apps in natural language via Knotrik's pre-scanned def…
|
F 26 3⁄5 | ||||||||
| 29511 |
Create and manage your own Certificate Authority for internal HTTPS.
|
F 26 3⁄5 | ||||||||
| 29512 |
Retrieve information from the Medusa documentation to assist you with your Medu…
|
F 26 3⁄5 | ||||||||
| 29513 |
Katalon TestOps Model Context Protocol (MCP) server
|
F 26 3⁄5 | ||||||||
| 29514 |
Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic…
|
F 26 3⁄5 | ||||||||
| 29515 |
Marketing autopilot in your IDE. AI turns codebase and context into content for…
|
F 26 3⁄5 | ||||||||
| 29516 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
|
F 26 3⁄5 | ||||||||
| 29517 |
MCP server for Linear project management and issue tracking
|
F 26 3⁄5 | ||||||||
| 29518 |
Access family personality profiles, relationship reports, and relational patter…
|
F 26 3⁄5 | ||||||||
| 29519 |
PromptOT
Claim
Manage, version, and publish LLM prompts with blocks, variables, and evaluation…
|
F 26 3⁄5 | ||||||||
| 29520 |
MCP server for Anzenna
|
F 26 3⁄5 | ||||||||
| 29521 |
Attrove
Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
|
F 26 3⁄5 | ||||||||
| 29522 |
Persistent memory for AI agents with OAuth-backed hosted MCP access.
|
F 26 3⁄5 | ||||||||
| 29523 |
Search and compare cigar prices from 14+ online retailers
|
F 26 3⁄5 | ||||||||
| 29524 |
MCP server for querying and analyzing data from ad platforms, analytics tools, …
|
F 26 3⁄5 | ||||||||
| 29525 |
Deploy, monitor, and manage your OpenClaw AI assistants via natural language.
|
F 26 3⁄5 | ||||||||
| 29526 |
Corporate travel: search and book flights, hotels, rail and transfers, manage o…
|
F 26 3⁄5 | ||||||||
| 29527 |
AI video editing + publishing: turn clips into vertical shorts, post to TikTok/…
|
F 26 3⁄5 | ||||||||
| 29528 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 29529 |
MileMaker MCP server provides mapping services for commercial transportation.
|
F 26 3⁄5 | ||||||||
| 29530 |
SEO analysis server with 128 tools for keyword research, competitors, backlinks…
|
F 26 3⁄5 | ||||||||
| 29531 |
Connect your AI to all your data - 200+ sources, intelligently filtered, compli…
|
F 26 3⁄5 | ||||||||
| 29532 |
Query your trades, stats, and journal in EdgeLock and log new entries by chat. …
|
F 26 3⁄5 | ||||||||
| 29533 |
Let AI manage your Google Tag Manager containers — tags, triggers, variables, a…
|
F 26 3⁄5 | ||||||||
| 29534 |
Free tarot for Claude & your AI — many decks, real card art, a true shuffle, dr…
|
F 26 3⁄5 | ||||||||
| 29535 |
Semilattice lets agents make predictions about audiences for content testing an…
|
F 26 3⁄5 | ||||||||
| 29536 |
A persistent AI self you own — memory, persona, judgment — portable across all …
|
F 26 3⁄5 | ||||||||
| 29537 |
Connect your wearables, rings and training apps, then ask your AI about your ow…
|
F 26 3⁄5 | ||||||||
| 29538 |
AI-powered codebase analysis — call graphs, security, dead code, complexity. 15…
|
F 26 3⁄5 | ||||||||
| 29539 |
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
|
F 26 3⁄5 | ||||||||
| 29540 |
GoMarble MCP API Server
|
F 26 3⁄5 | ||||||||
| 29541 |
Create, preview, publish, and measure landing pages from Claude, Codex, or any …
|
F 26 3⁄5 | ||||||||
| 29542 |
Conversational access to advertising performance data, creative analysis, and c…
|
F 26 3⁄5 | ||||||||
| 29543 |
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
|
F 26 3⁄5 | ||||||||
| 29544 |
Sales prospecting and lead generation from Google reviews: local businesses lea…
|
F 26 3⁄5 | ||||||||
| 29545 |
Ground answers in scientific literature. Search full text, evaluate trust, acce…
|
F 26 3⁄5 | ||||||||
| 29546 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 29547 |
Coupler.io remote MCP server
|
F 26 3⁄5 | ||||||||
| 29548 |
AppDeploy turns app ideas described in AI chat into live full-stack web applica…
|
F 26 3⁄5 | ||||||||
| 29549 |
MCP server for the mctx platform. Search documentation to learn how to scaffold…
|
F 26 3⁄5 | ||||||||
| 29550 |
Corporate identity finder and email verification. Map real addresses and users …
|
F 26 3⁄5 | ||||||||