MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39251
xsg22
Enables querying and editing configuration items in Apollo Config Center using …
39252
Ziforge
MCP server that wraps Daniel M Karlsson's SuperClean SC pattern engine, enablin…
N/A N/A
39253
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
39254
thejusdutt
Implements Anthropic's multi-agent research architecture with subagent spawning…
39255
Gonzih
lewm-mcp Claim
Enables visual anomaly detection for Claude Code agents by computing surprise s…
39256
slopweaver
slopweaver Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
N/A N/A
39257
ellenfel
A basic Python implementation of a Model Context Protocol server for educationa…
39258
smplkit
Operate smplkit from your agent: feature flags, config, logging, audit, and sch…
39259
Aleksey-Panf
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
81
39260
jpoindexter
MCP server that scrapes Terminal Trove to search CLI/TUI tools and retrieve des…
N/A N/A
39261
sampritidas
A minimal MCP server with sample tools, resources, and prompts, plus an aggrega…
N/A N/A
39262
OliverRhyme
Exposes the OpenProject REST API as MCP tools for project management, including…
39263
AdityaVG13
Cortex Claim
Private local memory for AI tools that provides persistent, private memory via …
N/A N/A
39264
AbdulAziz001
crash-mcp Claim
A structured reasoning and problem-solving MCP server that helps track step-by-…
N/A N/A
39265
punt-labs
punt-quarry Claim
Enables local semantic search over documents (PDFs, code, etc.) using local emb…
39266
PaulGG-Code
Discover and assess IoT and wireless targets across BLE, Zigbee, Wi‑Fi, ESB, RF…
N/A N/A 95
39267 N/A N/A 95
39268
ampcome-mcps
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
39269 N/A N/A 95
39270
solentlabs
ai-journal Claim
A local MCP server for journaling, organizing, and recalling your work. It capt…
N/A N/A
39271
AmirShayegh
MCP server that enables Claude Code to send code and plans for review by OpenAI…
39272
rodaddy
A template for deploying MCP servers to Cloudflare Workers without authenticati…
81
39273
snyk-labs
Enables querying Node.js API documentation, including searching for modules and…
39274
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
39275
hufirst
onsense Claim
Gives PC AI agents real-world senses by connecting to an Android phone's camera…
N/A N/A
39276 N/A N/A 95
39277
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
39278
srwoodsaz
Enables AI assistants to query Oura Ring health data (sleep, readiness, activit…
39279
arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
N/A N/A
39280
SateAIs Claim
Satellite SAR analysis: ship, oil slick, building change, and time-series chang…
39281
KNambiarDJsc
meridian-mcp Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
N/A N/A
39282 N/A N/A 95
39283
mohamadalhusseinie
OpenMemBrain Claim
OpenMemBrain is the intelligent membrane for AI coding memory. It autonomously …
N/A N/A
39284
arpanroy41
NexMem MCP Claim
A plug-and-play MCP memory server with pluggable database backends that gives A…
39285
kms9
GGB Web MCP Claim
A Model Context Protocol server that enables AI to interact with GeoGebra for m…
N/A N/A
39286
janschachtschabel
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
39287
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
39288
VolkanSah
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
39289
solsentry
Provides post-deploy Solana threat intelligence, enabling AI agents to check op…
39290
squirrelscan
squirrelscan Claim
Website QA for your coding agent: audit SEO, performance, security, accessibili…
39291
tjackiet
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
39292
lotapi-com
LotAPI Claim
Deterministic parcel intelligence for US properties. Resolves any street addres…
N/A N/A 95
39293 81
39294
UwUGreed
Enables Claude Desktop to securely search and retrieve knowledge from an Obsidi…
39295
stephenlumban
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
81
39296
AutomateLab-tech
ai-seo Claim
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…
N/A N/A
39297
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
39298
deplo
deplo.sh Claim
Deploy static sites, files, and JSON APIs instantly from any AI agent. No confi…
81
39299
erlio
invezgo Claim
N/A N/A 95
39300 N/A N/A 95
Showing 39251–39300 of 64728 servers
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