MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40401
junter1989k-ai
Denmark Peppol/NemHandel e-invoices for AI agents: send, check recipient, get d…
40402
kenda-co
Lets AI hosts answer questions about Kenda token spend and waste directly from …
40403
contextium-io
mcp-server Claim
Your team's knowledge, always in context. SOPs, coding standards, and workflows…
N/A N/A 95
40404
Kevthetech143
chain-signer Claim
Security suite for AI agents: flag drains, permit-phishing & risky actions befo…
N/A N/A
40405
gorilas
Provides programmatic access to the DESY design system documentation, enabling …
N/A N/A
40406
Reemedri
TokenEyez Claim
Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.
N/A N/A
40407
Mohabdo21
Linux MCP Claim
Linux MCP server for real-time system monitoring - CPU, memory, disk, network, …
N/A N/A
40408
jenny-ouyang
MCP server for Substack that enables reading articles, comments, feed, and subs…
N/A N/A
40409
armazen-nft
KernelMind Claim
Enables monitoring and optimization of Linux system kernel metrics via MCP, wit…
N/A N/A
40410
bperezpereira
mcp Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
40411
dajun666
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
N/A N/A
40412
louistrue
IFCX MCP Claim
Enables AI assistants to create, edit, and export IFC5/IFCX building informatio…
N/A N/A
40413
MaxWeeden
dnsdumpster Claim
A Model Context Protocol (MCP) server for interacting with the DNSDumpster API,…
40414
lh123aa
BWVI Claim
MCP server for AI agents to make structured design decisions with direction, pa…
N/A N/A
40415
souldriver007
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
N/A N/A
40416
junter1989k-ai
Switzerland payments for AI agents — TWINT via Stripe. Never holds funds.
40417
revelica
Revelica Claim
Product intelligence for AI agents — query a Revelica workspace's ideas, specs,…
40418
DealMachine
DealMachine Claim
Search and enrich US property, owner, people, and company data for sales and le…
40419
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
40420
Abracadabrastartup
Prove your AI work existed first: timestamped, Bitcoin-anchored. Free, no accou…
N/A N/A
40421
torkjacobs
AI agent governance for MCP: PII detection, policy enforcement, compliance, and…
N/A N/A 83
40422
telkomdev
MCP server enabling AI assistants to understand GitLab repositories through on-…
40423
median-labs
US company filing obligations, plus a 25-check bookkeeping diagnostic. Sourced,…
40424
mcp-jira-server Claim 2
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
N/A N/A 81
40425
NewJerseyStyle
Enables constraint solving, logical reasoning, and satisfiability checking usin…
40426
sachdev27
An MCP server for Dell Unity storage arrays that automatically generates tools …
40427
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
40428
Jaime5Alvarez
FastMCP gateway that exposes paper-search-mcp as an HTTP MCP server, enabling s…
40429
Jasuni69
A Python MCP server that lets you manage Microsoft Fabric through natural langu…
40430
den-indance
Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-…
N/A N/A
40431
syunnrai123
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
N/A N/A
40432
IsliBasha
Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
N/A N/A
40433
ericm1018
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon…
N/A N/A
40434
AgentTanuki
agent-guild Claim
Free self-serve Agent Passports for AI agents: signed, portable, offline-verifi…
40435
xiguawang
MCP server for reading WeChat public account articles by reusing authenticated …
N/A N/A
40436
codersag
Enables natural language interaction with ANSYS Mechanical simulation software …
N/A N/A
40437
ShawnKyzer
strands-mcp Claim
Scrapes and indexes Strands Agents documentation into Elasticsearch, providing …
40438
Terobyte
Librarian Claim
Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and …
N/A N/A
40439
lukisch
n8n Manager MCP Claim 1
MCP server for n8n workflow management -- view, create, sync and manage workflo…
N/A N/A 95
40440
mambalabsdev
Find companies hiring for your role keywords, with firmographics and LinkedIn p…
N/A N/A
40441
sqr
datadog-mcp Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
40442
Mav977
AutoMCP-SQL Claim
Automatically scans SQLite databases and generates typed CRUD tools for each ta…
N/A N/A
40443
Chronary
Chronary Claim
Calendar API for AI agents: events, availability, Google/Microsoft setup, sched…
40444
rudra016
An MCP server that enables AI assistants to search, discover, and install Acete…
40445
DenUsenko
Connects Claude Desktop to real-time stock market data via Finnhub API, enablin…
40446
cybeleri
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
N/A N/A 81
40447
atomlong
mcp-searxng Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
40448
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
N/A N/A
40449
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
N/A N/A
40450
BASHBOP
Òtítọ́ Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
N/A N/A
Showing 40401–40450 of 66534 servers
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