MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 2 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33601 |
LLM Wiki MCP
Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
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| 33602 |
Harpia Omnichannel MCP
Claim
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
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| 33603 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
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| 33604 |
Enables connection to PostgreSQL databases for EC solution platforms to query a…
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| 33605 |
Enables LLMs to manage Clerk applications, domains, application transfers, inst…
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| 33606 |
tangOS Console
Claim
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
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| 33607 |
GitCode MCP Server
Claim
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
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| 33608 |
AgentNDX
Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
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| 33609 |
Google Ads MCP Server
Claim
Provides read-only access to Google Ads account data including campaigns, ad gr…
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| 33610 |
bazel-mcp
Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
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| 33611 |
Static analysis tools for Frappe Framework and ERPNext projects via local stdio…
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| 33612 |
centralita-vpbx-mcp
Claim
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
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| 33613 |
kitepass-mcp
Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
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| 33614 |
OpenSoul MCP
Claim
An open-source personality profiling system that enables users to record and an…
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| 33615 |
A high-performance memory management system for AI agents with 200+ tools inclu…
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| 33616 |
tiktok-viral-factory
Claim
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
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| 33617 |
news-monitor-mcp
Claim
MCP server for global news monitoring, media analysis and sentiment tracking vi…
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| 33618 |
PLUR
Claim
Open, local-first engram memory for AI agents: read, correct, and delete what y…
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| 33619 |
virtualization-mcp
Claim
Enables AI assistants to manage virtual machines, sandboxes, and dev environmen…
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| 33620 |
Enables external reconnaissance activities including DNS enumeration, subdomain…
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| 33621 |
flin-meta-ads-mcp
Claim
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
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| 33622 |
Linkedmash
Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
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| 33623 |
Latin America shipping for AI agents via Envia: compare carriers, buy labels, t…
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| 33624 |
Math MCP Server
Claim
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
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| 33625 |
dora-mcp
Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
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| 33626 |
Martin Loop
Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
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| 33627 |
Langclaw CROO Agent
Claim
A paid callable research agent that provides source-backed reports, onchain int…
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| 33628 |
impart-mcp
Claim
An agent orchestration layer that wraps expert agents as MCP tools, enabling in…
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| 33629 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
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| 33630 |
GitHub PR MCP Server
Claim
Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
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| 33631 |
Stock Market Data MCP
Claim
Real-time stock quotes, history, options chains, sector performance & screening…
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| 33632 |
KakaoBoard
Claim
Multi-AI orchestration MCP server enabling multiple AI models to be added as fr…
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| 33633 |
Connects AI coding assistants to Google Cloud Discovery Engine APIs for semanti…
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| 33634 |
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
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| 33635 |
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
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| 33636 |
Query people and interaction transcripts from your PostgreSQL database. Quickly…
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| 33637 |
context-cloud
Claim
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
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| 33638 |
🚗 Transform your Tesla ownership with intelligent analytics, cost optimization,…
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| 33639 |
markdown-formatter
Claim
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
|
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| 33640 |
Linkedin Management
Claim
Advanced linkedin Management MCP server
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| 33641 |
robot-md-mcp
Claim
A one-command MCP server that bridges a ROBOT.md file to any MCP-aware agent, e…
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| 33642 |
AWS Cost Saver
Claim
Enables scanning AWS accounts for cost optimization opportunities by reading re…
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| 33643 |
WeatherSafetyOS MCP
Claim
Provides personalized weather safety alerts and actions based on location, occu…
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| 33644 |
A Model Context Protocol (MCP) server implementation that provides seamless int…
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| 33645 |
WJTTC
Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
|
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| 33646 |
mcp-google-oauth
Claim
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
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| 33647 |
ctx4-ai
Claim
MCP server for portable context management across AI assistants, providing tool…
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| 33648 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 33649 |
GitHub MCP Agent Server
Claim
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
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| 33650 |
shotgrid-mcp-server
Claim
Enables AI assistants to interact with Autodesk ShotGrid (Flow Production Track…
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