MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52601 |
Membrane
Claim
An MCP server that gives AI agents persistent, verifiable memory by storing con…
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| 52602 |
rtkcontext-mcp
Claim
A paid remote MCP for OpenAI Codex context compressor, built to return verdicts…
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| 52603 |
TabSplitAI
Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
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| 52604 |
perplexity
Claim
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| 52605 |
MCP Brasil API
Claim
Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange ra…
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| 52606 |
epiis-mcp-server
Claim
An MCP server for academic management of the EPIIS program, enabling AI-powered…
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| 52607 |
AWS MCP Gateway
Claim
A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account d…
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| 52608 |
NDASentry
Claim
Anonymous NDA risk analysis exposed as MCP tools. Designed for AI agents to rev…
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| 52609 |
pvwatts-mcp
Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
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| 52610 |
frame-check-mcp
Claim
Enables structural framing analysis of documents, identifying perspectives, omi…
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| 52611 |
code-intelligence-mcp
Claim
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exp…
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| 52612 |
datto-bcdr-mcp
Claim
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
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| 52613 |
secu
Claim
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| 52614 |
skilldb-mcp
Claim
MCP server for SkillDB that enables AI assistants to search, load, and manage A…
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| 52615 |
LongBook Verifier
Claim
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
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| 52616 |
bloom-mcp
Claim
MCP server for Bloom Growth that allows users to update metrics, check scorecar…
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| 52617 |
MetaTrader MCP Server
Claim
Enables AI assistants to trade on MetaTrader 5 using natural language, supporti…
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| 52618 |
TradingView MCP Bridge
Claim
Connects Claude Code to your locally running TradingView app via Chrome DevTool…
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| 52619 |
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
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| 52620 |
Advice Server
Claim
Provide tailored advice and recommendations through an MCP interface. Enable se…
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| 52621 |
MCP Sentinel
Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
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| 52622 |
its-over-9k
Claim
Persistent memory and agent lifecycle for Claude Code — because sessions should…
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| 52623 |
youtube
Claim
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| 52624 |
MyGene MCP Server
Claim
Enables AI assistants to query gene annotations, expression, pathways, variants…
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| 52625 |
Enables managing video conferencing platform tasks like creating rooms, managin…
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| 52626 |
Signal MCP
Claim
Provides live integrations with GitHub, Spotify, and blog RSS feeds to power a …
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| 52627 |
Enables sandboxed file operations via MCP tools, resources, and prompts, with a…
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| 52628 |
Enables AI agents to search and retrieve US company funding events from SEC For…
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| 52629 |
mcp-emailjs
Claim
An MCP server for EmailJS that enables AI agents to send emails, validate confi…
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| 52630 |
Mevzuat MCP
Claim
Provides programmatic access to the Turkish Ministry of Justice Legislation Inf…
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| 52631 |
AgentOS
Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
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| 52632 |
BedVibe Mail Bridge
Claim
A local Windows desktop app and MCP server that allows AI assistants to read, s…
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| 52633 |
memanto-mcp
Claim
Typed semantic memory for Claude. Memory with opinions, designed for regulated …
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| 52634 |
X MCP Server
Claim
MCP server for interacting with the X platform (Twitter) via MCP clients like C…
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| 52635 |
Sage MCP
Claim
A multi-tenant MCP server platform that hosts isolated MCP servers with OAuth/A…
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| 52636 |
Enables natural language querying and data manipulation of Salesforce orgs, wit…
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| 52637 |
illustrator-mcp
Claim
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
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| 52638 |
Connect Claude, Cursor, or any MCP client to your FlowContent account
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| 52639 |
RAG Regression Gate
Claim
MCP server that diagnoses RAG pipeline regression by detecting which failure mo…
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| 52640 |
ftrack MCP server
Claim
Provides broad, typed access to the ftrack Studio production-tracking API for L…
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| 52641 |
Infraveil MCP server
Claim
A hardened, self-hosted MCP server that lets AI agents query and govern an Infr…
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| 52642 |
Market Regime Oracle
Claim
Fuses five market signals into a five-state regime classifier to determine mark…
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| 52643 |
MCP Calculator
Claim
A modular calculator server built with the MCP SDK that provides basic arithmet…
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| 52644 |
mcp_inventory
Claim
An MCP server for managing product inventory with SQLite, enabling CRUD operati…
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| 52645 |
reading-companion
Claim
A 4-stage reading companion that helps users set reading goals, discover books,…
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| 52646 |
renderdoc-mcp
Claim
MCP server for RenderDoc that enables AI assistants to analyze GPU frame captur…
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| 52647 |
mcp_sqlite_memory_bank
Claim
Dynamic SQLite memory bank with semantic search, table management, and knowledg…
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| 52648 |
Mother MCP
Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
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| 52649 |
homeassistant-mcp
Claim
Enables AI assistants to control Home Assistant devices and services through th…
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| 52650 |
oh-my-kimichan
Claim
Production-ready multi-agent orchestration harness for Kimi Code CLI (K2.6): wo…
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