MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66201
goyalayus
email-mcp Claim
MCP server that sends outbound emails with automatic single-thread mapping in G…
N/A N/A 95
66202
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
66203
skiddgoddamn
Provides AI agents with hands-on control of Google SEO and analytics tools incl…
N/A N/A
66204
mlolson
Create 3D models in Blender using natural language via an MCP server that lets …
N/A N/A
66205
zobra-auto
MCP server for scheduling appointments and managing services for plastic surger…
66206
wenmaubipo
Exposes BIPO attendance tools (clock punch, leave/OT requests, approvals, repor…
66207
sandeep-alluru
Notarize Claim
Signed AI content provenance with PII scrubbing — timestamps and signs AI-gener…
N/A N/A
66208
VaultSovereign
Enables governance and orchestration of VaultMesh deployments through subsystem…
81
66209
Frenck12
A secure server that allows Claude Desktop application to access and process Wh…
N/A N/A 95
66210
Moestradamus-Productions
A development framework for restaurant booking automation that is currently onl…
N/A N/A 95
66211
8vdx1
fundos-mcp Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
66212
Jon2G
A cross-platform MCP server providing secure, user-approved privilege escalatio…
N/A N/A
66213
nathanro
the20imcp Claim
N/A N/A 95
66214
nhattuan1305
adt-mcp Claim
Multi-system MCP server for reading and writing ABAP source via SAP ADT, with w…
N/A N/A
66215
allanbchancery
MCP server for managing n8n workflows and executions. Enables listing, activati…
66216
VibeTechnologies
Vibe MCP Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
66217
Musab1khan
This MCP server connects ChatGPT to ERPNext, enabling AI-powered business analy…
66218
valentin-harrang
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
N/A N/A
66219
adpena
teadata-mcp Claim
MCP server for exploring Texas public school data through conversational interf…
66220
darekrossman
fluxlora-mcp Claim
An MCP server that lets users and autonomous agents generate high-quality image…
66221
jeffpierce
Persistent semantic memory for AI agents, enabling storage, semantic search, kn…
N/A N/A
66222
blaideinc
recipe-mcp Claim
Generate and remix recipes using cookwith.co
N/A N/A 95
66223
abhishek305
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
66224
Anbus2011
Enables searching and retrieving product information from DigiKey's API, includ…
N/A N/A 95
66225
ArtKeyAi
Bhived MCP Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
N/A N/A
66226
jesse-smith
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
N/A N/A
66227
demwick
**The most comprehensive MCP server for Polymarket prediction markets — 48 powe…
81
66228
skillhub-club
Enables AI assistants to discover, search, and install Claude Code Skills from …
66229
kikcmime
Enables reading browser DevTools data (tabs, console errors, network requests, …
N/A N/A
66230
alleneubank
tilt-mcp Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
N/A N/A
66231
Sandeep-Petwal
MCP Server Claim
This MCP server provides tools like weather lookup and follows the Model Contex…
66232
keepit-official
Keepit MCP Claim
MCP server for interacting with Keepit backup and data protection services. Ena…
N/A N/A
66233
villa63121111-png
Wraps ByteDance Seedream text-to-image model as an MCP tool, enabling Claude to…
66234
manofsadness
ItchWPMCP Claim
Local MCP server for Codex/Claude to query and edit WordPress content through t…
66235
OsmondJiang
Transforms AI assistants into research-grade cognitive workspaces with systemat…
N/A N/A
66236
Truebases
Find opportunities, track market activity, and discover business signals with r…
N/A N/A
66237
jpan8866
mcp-weather Claim
Provides real-time weather alerts and forecasts from the National Weather Servi…
66238
barateza
An MCP server that indexes and retrieves Plesk documentation.
N/A N/A
66239
deslay1
amendor-mcp Claim
Lets the non-technical people you build for request UI changes directly on your…
66240
kucherenko
jscpd Claim
Copy/paste detector for programming source code, supports 223 formats. AI-ready…
N/A N/A
66241
mcp Claim 1
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
N/A N/A 81
66242
GongRzhe
Enables AI assistants like Claude to interact with humans through intuitive GUI…
N/A N/A
66243
devhelmhq
Monitor uptime, manage incidents, configure alerting, and query dependency stat…
N/A N/A
66244
Jaime5Alvarez
FastMCP gateway that exposes paper-search-mcp as an HTTP MCP server, enabling s…
66245
nlqueries
NLQueries Claim
Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…
66246
seanshin0214
MCP-RAG Claim
Turns Claude Desktop into a personal document question-answering system using l…
N/A N/A 95
66247
zhuylanz
MCP server for Strapi CMS content and media management.
N/A N/A
66248
NeveuGregor
mcp-noctua Claim
Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orc…
N/A N/A
66249
asume21
Scales, chords, progressions, key detection, and genre intelligence for your AI…
N/A N/A 95
66250
ShawnKyzer
strands-mcp Claim
Scrapes and indexes Strands Agents documentation into Elasticsearch, providing …
Showing 66201–66250 of 66394 servers