MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33151
dmang-dev
mcp-pine Claim
Memory inspection and savestate control for PCSX2 and other emulators speaking …
N/A N/A
33152
Israeltheminer
clude-mcp Claim
A self-hosted MCP server that gives AI agents persistent, searchable memory wit…
N/A N/A
33153
ravigarg27
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
N/A N/A
33154
predictionmarketspicks
quant Claim
Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarke…
33155
kesslerio
Attio CRM Claim
Streamline your Attio workflows using natural language to search, create, updat…
N/A N/A 95
33156
jtbrennan-git
Extracts listening metrics from Musicolet backup files and builds a static dash…
N/A N/A
33157
lqwangxg
MCP server providing tools for addition, current time, config index updates, a …
N/A N/A
33158
hlebtkachenko
Manage VPS, domains, DNS, billing, and execute SSH commands from any MCP-compat…
33159
endennn
Torify gives AI agents the Japanese locale primitives that standard libraries l…
33160
ShaunakInamdar
AI-powered scheduling assistant that checks calendars, finds mutual availabilit…
33161
quyensatoru
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
33162
theHaruspex
macos-mcp Claim
Local MCP server for macOS native apps: Mail, Calendar, Reminders, Notes, Messa…
N/A N/A
33163
arociris
A Model Context Protocol server that acts as a bridge, allowing LLMs and AI age…
N/A N/A
33164
julehalim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
N/A N/A 95
33165 N/A N/A 95
33166
Openclaw-Metis
Bridges a Discord bot with the agy CLI, enabling inbound messages to be relayed…
N/A N/A
33167
aixsignal
mcp-server Claim
N/A N/A 95
33168
wassermanproductions
blockout-mcp Claim
Enables AI agents to control the Blockout previs desktop app for AI filmmaking,…
N/A N/A
33169
SBPnet
MCP server for analyzing Canadian federal spending data, offering tools for con…
33170
Schoasch
Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-…
33171
FuturPanda
Laguarde Claim
Self-hostable policy control plane for AI coding agents.
N/A N/A
33172
tungetti
A Model Context Protocol (MCP) server for Retrieval-Augmented Generation (RAG) …
N/A N/A
33173
dokdosolutions-us
jam Claim
🍓🫙 MCP server for Toast POS — restaurant operations, inventory, orders, analyti…
N/A N/A
33174
tumourlove
Enables AI agents to inspect, search, and edit Unreal Engine animation data inc…
33175
StuartMacKay
Exposes Django runtime information (settings, apps, URLs, models, migrations) a…
N/A N/A
33176
telagod
PaperMCP Claim
Enables searching and accessing academic papers from 23+ sources (including arX…
N/A N/A
33177
nonnname
ZenMoney MCP Claim
Read-only MCP server for ZenMoney that syncs financial data into memory and exp…
33178
wlyonscat
An MCP server that enables AI assistants to interact with LinkedIn, including j…
N/A N/A
33179
trebu-org
Roxels Claim
Let AI agents create configurable voice agents via meeting rooms and return str…
N/A N/A 83
33180
Vltja
Provides AI agents with fully interactive terminal sessions, including TUI supp…
N/A N/A
33181
famma-ai
Enables developers to build OAuth-protected MCP servers on Cloudflare Workers w…
N/A N/A
33182
nerpatech
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
33183
ra1nyxin
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
N/A N/A
33184
markswendsen-code
mcp-audible Claim
Enables searching, managing library, wishlist, and credits on Audible through b…
N/A N/A
33185
nvdigitalsolutions
Enables AI-powered operations on WordPress sites, integrating multiple LLM prov…
33186
adamstuber
Enables AI assistants to interact with UiPath Orchestrator through 23 tools, in…
N/A N/A
33187
dbe006
rugguard-mcp Claim
MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on …
N/A N/A
33188
CSOAI-ORG
math-solver-ai-mcp MCP server by MEOK AI Labs
N/A N/A
33189
thejusdutt
Implements Anthropic's multi-agent research architecture with subagent spawning…
33190
jalateras
weather Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
N/A N/A
33191
aldoleiva1
A production-quality MCP server for querying Cisco security advisories via the …
33192
suzuya-kaoru
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
33193
lexcodee
Provides MCP servers for managing Huawei Cloud ECS, CodeArts Pipeline, and CTS …
33194
amzu-dev
Enables Claude and Claude Code to interact with Atlassian Cloud (Confluence and…
33195
Adi-ty
wp-mcp Claim
Connects WordPress sites to AI agents, enabling content management through natu…
N/A N/A
33196
Ming-321
Establishes feedback-oriented development workflows with dual Web UI and Deskto…
33197
nlsnnvas
Resolves messy financial institution records against canonical regulatory ident…
N/A N/A
33198
roex-audio
Enables AI assistants to mix, master, and analyze audio using the RoEx Tonn API…
33199 N/A N/A 95
33200
chunleiding
MCP server for Office document automation, enabling AI assistants to create, re…
N/A N/A
Showing 33151–33200 of 66549 servers
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