MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40401 |
Denmark Peppol/NemHandel e-invoices for AI agents: send, check recipient, get d…
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| 40402 |
kenda-ingestion-mcp
Claim
Lets AI hosts answer questions about Kenda token spend and waste directly from …
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| 40403 |
mcp-server
Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
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| 40404 |
chain-signer
Claim
Security suite for AI agents: flag drains, permit-phishing & risky actions befo…
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| 40405 |
DESY MCP Server
Claim
Provides programmatic access to the DESY design system documentation, enabling …
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| 40406 |
TokenEyez
Claim
Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.
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| 40407 |
Linux MCP
Claim
Linux MCP server for real-time system monitoring - CPU, memory, disk, network, …
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| 40408 |
substack-article-mcp
Claim
MCP server for Substack that enables reading articles, comments, feed, and subs…
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| 40409 |
KernelMind
Claim
Enables monitoring and optimization of Linux system kernel metrics via MCP, wit…
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| 40410 |
mcp
Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
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| 40411 |
schoology-mcp
Claim
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
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| 40412 |
IFCX MCP
Claim
Enables AI assistants to create, edit, and export IFC5/IFCX building informatio…
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| 40413 |
dnsdumpster
Claim
A Model Context Protocol (MCP) server for interacting with the DNSDumpster API,…
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| 40414 |
BWVI
Claim
MCP server for AI agents to make structured design decisions with direction, pa…
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| 40415 |
KARP Word Graph
Claim
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
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| 40416 |
Switzerland payments for AI agents — TWINT via Stripe. Never holds funds.
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| 40417 |
Revelica
Claim
Product intelligence for AI agents — query a Revelica workspace's ideas, specs,…
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| 40418 |
DealMachine
Claim
Search and enrich US property, owner, people, and company data for sales and le…
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| 40419 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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| 40420 |
deusproof-mcp
Claim
Prove your AI work existed first: timestamped, Bitcoin-anchored. Free, no accou…
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| 40421 |
tork-governance
Claim
AI agent governance for MCP: PII detection, policy enforcement, compliance, and…
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| 40422 |
gitlab-agent-mcp
Claim
MCP server enabling AI assistants to understand GitLab repositories through on-…
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| 40423 |
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced,…
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| 40424 |
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
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| 40425 |
Z3/SMT MCP Server
Claim
Enables constraint solving, logical reasoning, and satisfiability checking usin…
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| 40426 |
Dell Unity MCP Server
Claim
An MCP server for Dell Unity storage arrays that automatically generates tools …
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| 40427 |
Yahoo Finance MCP Server
Claim
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
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| 40428 |
paper-search-mcp-gateway
Claim
FastMCP gateway that exposes paper-search-mcp as an HTTP MCP server, enabling s…
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| 40429 |
A Python MCP server that lets you manage Microsoft Fabric through natural langu…
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| 40430 |
network-diagram-mcp
Claim
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-…
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| 40431 |
Edge DevTools MCP
Claim
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
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| 40432 |
mcp-odoo-fintech
Claim
Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
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| 40433 |
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
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| 40434 |
agent-guild
Claim
Free self-serve Agent Passports for AI agents: signed, portable, offline-verifi…
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| 40435 |
wechat-reader-mcp
Claim
MCP server for reading WeChat public account articles by reusing authenticated …
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| 40436 |
Mechanical MCP Server
Claim
Enables natural language interaction with ANSYS Mechanical simulation software …
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| 40437 |
strands-mcp
Claim
Scrapes and indexes Strands Agents documentation into Elasticsearch, providing …
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| 40438 |
Librarian
Claim
Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and …
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| 40439 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
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| 40440 |
mcp-gtm-job-discovery
Claim
Find companies hiring for your role keywords, with firmographics and LinkedIn p…
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| 40441 |
datadog-mcp
Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
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| 40442 |
AutoMCP-SQL
Claim
Automatically scans SQLite databases and generates typed CRUD tools for each ta…
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| 40443 |
Chronary
Claim
Calendar API for AI agents: events, availability, Google/Microsoft setup, sched…
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| 40444 |
aceternityui-mcp
Claim
An MCP server that enables AI assistants to search, discover, and install Acete…
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| 40445 |
Finnhub MCP Server
Claim
Connects Claude Desktop to real-time stock market data via Finnhub API, enablin…
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| 40446 |
database-admin
Claim
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
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| 40447 |
mcp-searxng
Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
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| 40448 |
zesarux-mcp
Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
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| 40449 |
Local-MCP-server
Claim
Enables tool-calling LLMs to search the internet, capture website images, extra…
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| 40450 |
Òtítọ́
Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
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