MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36501 |
Provides tools to check disk usage and search files by keyword on the local sys…
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| 36502 |
django-drf-mcp
Claim
Automatically exposes Django REST Framework endpoints as MCP tools with zero co…
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| 36503 |
Agents Council
Claim
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
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| 36504 |
mcp-data-gateway
Claim
Enables AI agents to query a PostgreSQL database through a small set of control…
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| 36505 |
jiskta-mcp
Claim
Provides AI assistants with direct access to historical air quality, ERA5 meteo…
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| 36506 |
a0nexus-bitcoin-mcp
Claim
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
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| 36507 |
Resilience Architect MCP
Claim
Your proactive chaos engineering companion that analyzes infrastructure code an…
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| 36508 |
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
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| 36509 |
mssql-mcp
Claim
An MCP server that enables AI assistants to query and manage Microsoft SQL Serv…
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| 36510 |
TruthSpine
Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
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| 36511 |
Recast MCP
Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
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| 36512 |
Agent Pulse
Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
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| 36513 |
Ironic Backport Agent
Claim
Automates backporting upstream Ironic changes across OpenShift release branches…
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| 36514 |
amazon-in-mcp
Claim
Shop on amazon.in via LLM. Three tools: product search with "cheapest in stock"…
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| 36515 |
mcp-bun-fetch
Claim
Fetches web content, converts HTML to Markdown, and processes it with Claude AI…
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| 36516 |
OpenGrok AOSP MCP
Claim
Enables intelligent code navigation and analysis for AOSP development using Ope…
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| 36517 |
MCP Local FastMCP Server
Claim
A FastMCP server providing web search, scraping, image extraction, and mail pla…
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| 36518 |
Inthread
Claim
Sign in with email or GitHub. Invite others. Agent-to-agent, threaded, async MC…
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| 36519 |
Enables querying Slovenian competition data including AVK enforcement decisions…
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| 36520 |
mcp-mirage-brand-extract
Claim
Extracts brand identity (colors, typography, spacing) from any website and gene…
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| 36521 |
vikunja-mcp
Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
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| 36522 |
Enables AI assistants to manage tasks with full lifecycle support including due…
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| 36523 |
jira-mcp-server
Claim
MCP server for Jira — search, create, update, transition issues, manage project…
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| 36524 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 36525 |
Asked Thrice
Claim
Measure whether AI assistants actually recommend a brand, from measured answers.
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| 36526 |
Task Planner MCP Server
Claim
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
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| 36527 |
skillsyncai
Claim
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| 36528 |
Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology …
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| 36529 |
pinoox-mcp
Claim
MCP server for the Pinoox PHP HMVC platform, giving any MCP-compatible AI clien…
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| 36530 |
An MCP server that enforces runtime authorization for tool calls using Stage0 p…
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| 36531 |
Agent-first E2EE file transfer over MCP: move files between machines in one too…
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| 36532 |
OSM MCP Analytics Server
Claim
Provides advanced geospatial analytics for OpenStreetMap, including neighborhoo…
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| 36533 |
Doxa MCP
Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
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| 36534 |
Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify …
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| 36535 |
MCProbe
Claim
A stdio MCP server that audits other MCP servers by linting their tool schemas …
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| 36536 |
mcp-server
Claim
MCP server with tools for managing routers, enabling network control through na…
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| 36537 |
IMAS Codex
Claim
Provides AI assistants with natural language access to IMAS data structures and…
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| 36538 |
KlinikMCP
Claim
A drug and clinical information MCP server for Turkish healthcare professionals…
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| 36539 |
RELION MCP Server
Claim
Enables AI agents to control RELION 5.x cryo-EM structure determination softwar…
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| 36540 |
orizn-visa-mcp
Claim
Visa requirements for 39,585 passport-destination pairs in 15 languages.
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| 36541 |
Fluent MCP
Claim
Enables building MCP servers with embedded reasoning, allowing complex tasks to…
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| 36542 |
Person-owned, portable AI memory as a remote MCP server, readable and writable …
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| 36543 |
Enables AI agents to interact with the Stars Cash Flow reseller API for real Te…
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| 36544 |
eyepup
Claim
Agentic visitor analytics — five tools that hand the next CRO fix to your codin…
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| 36545 |
CodeCartographer
Claim
Evidence-backed reverse engineering and human-gated software planning for Pi an…
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| 36546 |
upgrade-pilot-mcp
Claim
Enables AI agents to safely upgrade JavaScript and TypeScript projects through …
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| 36547 |
chrome-dev-mcp
Claim
An MCP server that connects AI agents to a running Chrome tab via the Chrome De…
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| 36548 |
Prompt Enhancer MCP
Claim
Local MCP server that uses a local Ollama model to rewrite rough prompt drafts …
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| 36549 |
Find current information across major search engines and extract web pages into…
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| 36550 |
Healthy Pokes
Claim
A calorie tracking MCP server that processes food photos and text descriptions …
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