MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33701
dave1362
UML Forge Claim
13 AI-powered UML diagram tools for coding agents. Generates class, sequence, s…
33702
amerilain
vercel-mcp Claim
Enables management of Vercel projects, deployments, domains, environment variab…
33703
muizzahabibi
A standalone MCP server for Ubersuggest that runs entirely locally using SQLite…
N/A N/A
33704
Desko77
MCP server for generating, validating, converting, and searching managed 1C:Ent…
33705
hinanyin
A TypeScript MCP server for querying React component documentation, searching a…
N/A N/A
33706
mafzaal
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
33707
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
N/A N/A
33708
Vibe-Code-Agent
Comprehensive MCP server for analyzing GitHub pull requests, detecting security…
33709
neerajhanda
Captures full-monitor screenshots and returns them as base64 inline or saved fi…
N/A N/A
33710
rpriven
A read-only MCP server for AI agents to access Nostr profiles, notes, search, a…
33711
ruchit
gsc Claim
N/A N/A 95
33712
1126misakp
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
33713
abdoosalomov
Custom MCP server for interacting with Jira, supporting issue management, searc…
N/A N/A
33714
glazperle
Enables AI assistants to interact with Kimai time-tracking API for managing tim…
33715
RocketMaDev
pwndbg-mcp Claim
An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
33716
runapi-ai
MCP server for the Gemini Omni model line, enabling task creation (audio, chara…
33717
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
33718
MaxRadzey
swag Claim
Enables agents to browse a catalog of OpenAPI specs, search for operations, and…
33719
axel-belfort
In-memory vector search API for AI agents. Store documents and query by semanti…
N/A N/A 95
33720
schwarztim
An MCP server that provides AI assistants with access to CrackMapExec/NetExec n…
N/A N/A
33721
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
33722
zgrummons
pob2-mcp Claim
An MCP server that enables Claude to analyze, modify, and optimize Path of Exil…
N/A N/A
33723
archimedes-market
AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spe…
33724
varunity
MCP-Logseq Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
N/A N/A
33725
leemwood
A file management MCP server enabling complete file and directory operations, i…
N/A N/A
33726
adrianoamaral
pixel-mcp Claim
An MCP server that enables AI coding agents to create pixel art programmaticall…
N/A N/A
33727
TyrelCB
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
N/A N/A
33728
PabloSR06
Enables LLMs to manage Google Calendar events and Google Tasks through a set of…
N/A N/A
33729
rubayatkhan
Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a resea…
N/A N/A
33730
fntyler
test4 Claim
N/A N/A 95
33731
neverinfamous
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
N/A N/A
33732
animalnots
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
N/A N/A
33733
dsvantien
A Model Context Protocol (MCP) server providing access to NetSuite data through…
N/A N/A
33734
ravigarg27
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
N/A N/A
33735
sakshi-rumsan
MCP Quadrant Claim
Enables document storage and semantic search with geospatial filtering using Qd…
N/A N/A
33736
samihalawa
Enable seamless interaction with the Wuolah platform to post educational conten…
N/A N/A 95
33737
luiscazares
A personal MCP server for tracking household expenses and shared notes, with pr…
N/A N/A
33738
josondev
A Model Context Protocol (MCP) server for comprehensive travel planning, provid…
33739
KalchevS
Enables AI assistants to search tickets, manage tags, create tickets, inspect a…
33740
gott150
obsidian Claim
N/A N/A 95
33741
Lillard01
Generate GSAP animation code through natural language descriptions and integrat…
33742
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
N/A N/A
33743
prathx0
drozer-mcp Claim
MCP server wrapping Drozer for LLM-driven Android IPC security testing, enablin…
N/A N/A
33744
prasanth-personal
Enables Claude AI to securely query live SAP inventory data through Salesforce …
33745
fpytloun
mnemory Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
33746
deepxk2403
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
N/A N/A
33747
albertbolanoss
labs_mcp Claim
MCP Server with AI-powered tools including ElevenLabs text-to-speech for realis…
N/A N/A
33748
tenbux
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
N/A N/A
33749
dbobylev
mcporacle Claim
Local MCP server for Roo Code that connects to Oracle DB and returns limited se…
N/A N/A
33750
jmillpps
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
Showing 33701–33750 of 62662 servers
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