MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50851
powerofdeen
Blogger MCP Claim
A TypeScript MCP server for managing Blogger drafts and posts, project devlogs …
N/A N/A
50852
Psichico
FinvizMCP Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
50853
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
N/A N/A
50854
wolverin0
wezbridge Claim
Zero-dependency MCP server to orchestrate a swarm of Claude Code / Codex sessio…
N/A N/A
50855
joonhuang
Enables interaction with Notion databases and pages via the Notion API. Allows …
N/A N/A
50856
falconaipro
Enables MCP hosts like Claude and Cursor to query Polymarket data via Falcon AI…
50857
truong128
Control PyMOL from Cursor via natural language. Enables describing molecular st…
N/A N/A
50858
guycochran
Enables control of Behringer X32/M32 digital mixing consoles via OSC protocol f…
50859
VAMFI
Provides intelligent, version-aware access to npm library documentation. Suppor…
50860
geleynse
Gantry Claim
An MCP proxy and dashboard for Space Molt AI fleets that provides compound tool…
50861
voipbin
An MCP server that enables AI assistants to interact with the VoIPbin CPaaS pla…
50862
zymsj8j9z9-ship-it
Converts PDF, DOCX, PPTX, XLSX, CSV, and JSON into clean, compact, AI-ready Mar…
50863
contact-wwl4
mapleflow Claim
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI throu…
81
50864
McScribble
Enables AI agents to manage events, venues, songs, and users via the Sonic API,…
50865
martinhillebrand
Enables machine learning data preprocessing pipeline creation and model trainin…
N/A N/A
50866
TJYOYO
mcp-server Claim
Minimal FastMCP server demo with example tools like generating leave request em…
N/A N/A
50867
jaspertvdm
Enables MCP-compatible AI clients to store and recall voice conversation contex…
N/A N/A
50868
GenieOS-0
Stdio bridge for editors to connect to the GenieOS MCP server, enabling AI agen…
50869
cyanheads
Enables LLMs to read and extract clean, markdown-formatted content from any web…
50870
adriapedralbes
Enables natural language interaction with Taiga project management tool to list…
50871
Shadow-linux
Enables AI agents to securely execute remote commands via SSH or JumpServer, wi…
50872
dkedar7
map-mcp Claim
Enables AI agents to perceive and control a live MapLibre GL map over MCP, allo…
N/A N/A
50873
easyspace
spotify-mcp Claim
N/A N/A 95
50874
dainemawer
recount Claim
Enables users to ask about render performance in React and React Native apps vi…
N/A N/A
50875
abhinav7895
Manage voice AI agents, make calls, run campaigns, and control phone numbers th…
50876
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
50877
Dominic-Pi-Sunyer
Reducing token usage by 70% with a deterministic mapping engine. Also links in …
N/A N/A
50878
dhipskind253
mssql-mcp Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
50879
workspace
Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
50880
ZenDeveloper7
valorant-mcp Claim
MCP server for Valorant esports that enables querying match schedules, live res…
N/A N/A
50881
pipeworx-io
mcp-stat-lv Claim
MCP server that enables querying Latvian official statistics from data.stat.gov…
50882
tathagat22
undo Claim
Provides checkpoint and rollback capabilities for AI agents, reversing file sys…
N/A N/A
50883
ViGi-P
lucide-mcp Claim
Enables searching Lucide icons by keyword tags, returning best-matching icon na…
N/A N/A
50884
chrisrobison
TextWeb Claim
Renders web pages as structured text grids for AI agents to browse and interact…
50885
Maxsh
telegram-mcp Claim
Enables users to read, search, and manage Telegram messages in channels, groups…
N/A N/A
50886
iupulk
MCP server enabling Claude Desktop to answer questions from local Word and PDF …
N/A N/A
50887
Bloomidea
saft-mcp Claim
An MCP server that enables AI assistants to parse, validate, and analyze Portug…
N/A N/A
50888
ATOI-Ming
FreeCAD MCP Claim
An MCP server that enables automation of FreeCAD model creation, macro executio…
N/A N/A
50889
sdm7001
envato-mcp Claim
MCP server for Envato API that enables searching the marketplace catalog, viewi…
50890
gimslab
youtube-mcp Claim
Enables AI tools to access YouTube content, including transcript extraction, vi…
N/A N/A
50891
Samp2Alex
Auxen Claim
Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). …
50892
NathanielDaniels
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
50893
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
50894
ampcome-mcps
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
50895
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
50896
xiaobenyang-com
db-map Claim
N/A N/A 95
50897
shanevcantwell
Embedding space analysis toolkit that measures semantic drift, traces trajector…
N/A N/A
50898
sandraschi
FastMCP wrapper for Sysinternals CLI tools, enabling system diagnostics like pr…
N/A N/A
50899
SoluDevTech
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
50900
andysalvo
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
Showing 50851–50900 of 67226 servers