MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48101
cppalliance
A local MCP server that gives an LLM agent read access to the WG21 (ISO C++) co…
N/A N/A
48102
ratel-ai
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
48103
jianjungki
Enables fetching HuggingFace daily papers for today, yesterday, or a specific d…
48104
foggy-projects
A semantic layer query engine with MCP support, enabling AI assistants to query…
48105
beepboop2025
A comprehensive MCP server with 37 tools for PDF operations including reading, …
N/A N/A
48106
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
48107
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
48108
edujuan
Assists AI coding agents in understanding and implementing UTCP by providing do…
48109
g-battaglia
mcp-seo Claim
Enables AI agents to perform comprehensive SEO audits on web pages, including m…
N/A N/A
48110
Baldros
MCP BACEN Claim
Provides tools to query Brazilian Central Bank public data, including SGS time …
48111 N/A N/A 95
48112
haydenwade
Enables LLMs to query current and historic avalanche danger ratings by location…
48113
softvoyagers
fakturka-api Claim
Free Polish VAT invoice generator API (Faktura VAT) with PDF output and preview…
95
48114
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
N/A N/A
48115
dtz-labs
zesarux-mcp Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
N/A N/A
48116
sqr
datadog-mcp Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
48117
AgentTanuki
agent-guild Claim
Free self-serve Agent Passports for AI agents: signed, portable, offline-verifi…
48118
IsliBasha
Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
N/A N/A
48119
syunnrai123
Enables control of Microsoft Edge browser via the DevTools protocol, supporting…
N/A N/A
48120
Jasuni69
A Python MCP server that lets you manage Microsoft Fabric through natural langu…
48121
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
48122
sachdev27
An MCP server for Dell Unity storage arrays that automatically generates tools …
48123
junter1989k-ai
Switzerland payments for AI agents — TWINT via Stripe. Never holds funds.
48124
MaxWeeden
dnsdumpster Claim
A Model Context Protocol (MCP) server for interacting with the DNSDumpster API,…
48125
dajun666
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
N/A N/A
48126
armazen-nft
KernelMind Claim
Enables monitoring and optimization of Linux system kernel metrics via MCP, wit…
N/A N/A
48127
gorilas
Provides programmatic access to the DESY design system documentation, enabling …
N/A N/A
48128
rithinpullela
Enables interaction with OpenSearch clusters, providing tools to list indices, …
48129
llmops-pro
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
48130
famtong8-dev
Enables graph database operations on FalkorDB via MCP, allowing Cypher queries,…
48131
coachgruden
Enables AI agents to perform dynamic and reflective problem-solving through a c…
48132
chenzhaoxuan0
discord-mcp Claim
MCP server for Discord communications, enabling listing guilds and channels, re…
48133
Limecooler
fda-mcp Claim
Provides LLM-optimized access to FDA data through the OpenFDA API and direct re…
48134
Quinbook
A human-in-the-loop SSH bridge for AI agents that requires approval for every c…
N/A N/A 95
48135
Riffmax2030-hub
Enables natural language management of MetaTrader 5 accounts, including checkin…
N/A N/A
48136
digster
Enables interaction with Obsidian vaults through the official Obsidian CLI, all…
N/A N/A
48137
stabgan
mcp-icd10 Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
N/A N/A
48138 N/A N/A 95
48139
pogorelov-labs
Drive a Flipper Zero wirelessly over Bluetooth LE from Claude.
N/A N/A
48140
sam-david
unreal-mcp Claim
Enables natural language interaction with Unreal Engine, providing 127 tools ac…
N/A N/A
48141 N/A N/A 95
48142
master
Extract DSL from MasterGo design files to analyze structure and generate accura…
N/A N/A 95
48143
lmaniraruta
Verifies contractor license status mid-task, returning normalized JSON with act…
N/A N/A
48144
LeszczynskiKarol
Give Claude direct access to your AWS account, SSH into your servers, run shell…
48145
AiAgentKarl
Enables testing and validation of APIs for AI agent compatibility, providing sc…
48146
Charpup
Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback …
48147
anasahmed07
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
N/A N/A
48148
md-riaz
chatwoot-mcp Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
48149
Bluesoul-Technology
Persistent, portable, bitemporal memory layer — recalled proactively across you…
48150
dataAnalysis2023
keel-core Claim
Local-first personal cognitive engine that provides MCP tools for managing rela…
N/A N/A
Showing 48101–48150 of 66518 servers
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