MCP Server Quality Scores
Independent quality analysis of 54421 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
Newly Added
sales-intelligence-mcp regulatory-filings-mcp patents-trademarks-ip-mcp-server global-equities-screener-mcp fred-treasury-macro-data-mcp| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54051 |
callimachus
Claim
Local index and hybrid search (SQLite FTS5 + on-device vector KNN) over your AI…
|
— | ||||||||
| 54052 |
PyForge IDE
Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
|
— | ||||||||
| 54053 |
usaspending-mcp-server
Claim
Access US federal award, recipient, agency, and spending analytics data from US…
|
— | ||||||||
| 54054 |
obsidian-mcp
Claim
An MCP server that enables AI agents to read, search, write, and link notes in …
|
— | ||||||||
| 54055 |
Telegram MCP Complete
Claim
Enables AI-powered multi-account Telegram management with over 123 tools for me…
|
— | ||||||||
| 54056 |
Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabli…
|
— | ||||||||
| 54057 |
Enables scaffolding, validating, and managing plugins for the Motor Agéntico ec…
|
— | ||||||||
| 54058 |
AI MCP Gateway
Claim
Intelligent multi-model orchestrator with dynamic routing that optimizes AI cos…
|
— | ||||||||
| 54059 |
An MCP Server that autonomously debugs web applications with browser-use browse…
|
— | ||||||||
| 54060 |
mcp-service
Claim
A reusable MCP HTTP server with OAuth 2.1 that turns any JSON-RPC handler into …
|
— | ||||||||
| 54061 |
PDF MCP Server
Claim
An MCP server that exposes PDF files as resources, page by page, over Streamabl…
|
— | ||||||||
| 54062 |
urltomarkdown-mcp
Claim
Converts URLs and raw HTML to clean Markdown, enabling AI assistants to read we…
|
— | ||||||||
| 54063 |
AI-SyncForge
Claim
A LAN multi-AI collaborative development ecosystem connecting tools like Cursor…
|
— | ||||||||
| 54064 |
redash-mcp
Claim
Model Context Protocol (MCP) server for Redash - manage queries, dashboards, an…
|
— | ||||||||
| 54065 |
Travel Assistant MCP
Claim
AI-native travel search MCP with affiliate booking links and optional x402 prem…
|
— | ||||||||
| 54066 |
Citare
Claim
AI search intelligence + Ahrefs-class SEO suite as 59 MCP tools. Track your bra…
|
— | ||||||||
| 54067 |
proxmox-mcp
Claim
Enables AI assistants to manage Proxmox VE virtual machines via MCP and OpenAPI…
|
— | ||||||||
| 54068 |
PostGIS Yukon MCP
Claim
Enables natural language and geospatial queries on PostGIS databases, with 32 t…
|
— | ||||||||
| 54069 |
opencode-ast-mcp
Claim
Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…
|
— | ||||||||
| 54070 |
iai-mcp
Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
|
— | ||||||||
| 54071 |
sceptre-mcp-server
Claim
MCP server that exposes Sceptre CloudFormation management operations as tools f…
|
— | ||||||||
| 54072 |
Garmin MCP Server
Claim
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
|
— | ||||||||
| 54073 |
inventory-mcp
Claim
MCP server for Inventory (whereiput.it) that enables searching, full CRUD opera…
|
— | ||||||||
| 54074 |
Hystersis MCP Server
Claim
Connects AI assistants to a persistent memory engine with Neo4j knowledge graph…
|
— | ||||||||
| 54075 |
AnomalyArmor
Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
|
— | ||||||||
| 54076 |
File Extractor Service
Claim
Extract content and metadata from various file formats including PDF, DOC, DOCX…
|
— | ||||||||
| 54077 |
cafe-mcp
Claim
Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, f…
|
— | ||||||||
| 54078 |
opm-mcp
Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
|
— | ||||||||
| 54079 |
blame-mcp
Claim
Provides a self-serve recipe for agents to anonymously post and read blames on …
|
— | ||||||||
| 54080 |
time-tracker-ai-mcp
Claim
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
|
— | ||||||||
| 54081 |
Enables storing and querying structured information about software code entitie…
|
— | ||||||||
| 54082 |
Soul Crystal MCP
Claim
Provides AI agents with a persistent internal dynamical state and emotional res…
|
— | ||||||||
| 54083 |
atmospore-mcp
Claim
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
|
— | ||||||||
| 54084 |
Kaggle MCP Server
Claim
Enables AI assistants to interact with Kaggle competitions, including listing c…
|
— | ||||||||
| 54085 |
compliance
Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
|
— | ||||||||
| 54086 |
mcp-server-bfl
Claim
An MCP server that enables AI assistants to generate images using Black Forest …
|
— | ||||||||
| 54087 |
wake-commerce
Claim
|
— | ||||||||
| 54088 |
canvas-lms-mcp
Claim
TypeScript MCP server for Canvas LMS — 115 read+write tools across 17 domains.
|
— | ||||||||
| 54089 |
mcp-abap-adt
Claim
An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
|
— | ||||||||
| 54090 |
heygen-mcp
Claim
Exposes HeyGen's video generation API to MCP-compatible clients, enabling listi…
|
— | ||||||||
| 54091 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
|
— | ||||||||
| 54092 |
infographic-mcp
Claim
Renders infographics from DSL syntax into PNG images using AntV Infographic. Su…
|
— | ||||||||
| 54093 |
MQTT MCP Server
Claim
Enables LLM agents to securely monitor and control MQTT devices for building au…
|
— | ||||||||
| 54094 |
mcp-hello-world
Claim
A minimal MCP server mock for testing, providing echo, debug, and greeting reso…
|
— | ||||||||
| 54095 |
MCP Server Basic Example
Claim
Basic MCP server demonstrating tools for arithmetic operations (add, subtract) …
|
— | ||||||||
| 54096 |
Grupr MCP Server
Claim
MCP server to interact with Grupr agents, enabling polling new messages, postin…
|
— | ||||||||
| 54097 |
fastcontext-hybrid-mcp
Claim
MCP server for context-aware codebase exploration using FastContext model, comb…
|
— | ||||||||
| 54098 |
MCP server for Probo print-on-demand — search products, configure orders, track…
|
— | ||||||||
| 54099 |
OEE Enterprise Agent
Claim
MCP-based production monitoring agent for manufacturing OEE, providing real-tim…
|
— | ||||||||
| 54100 |
A vision MCP server that gives MCP-compatible agents direct access to Perceptro…
|
— | ||||||||