MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48251
atahan99
MCP server for managing Parallels Desktop VMs, including lifecycle operations a…
N/A N/A
48252
pipeworx-io
mcp-wikidata Claim
MCP server that wraps the Wikidata API, enabling AI agents to query and interac…
48253
avohq
Avo Claim
Define, ship & query your analytics tracking from one source of truth, trusted …
48254
InfraMCP
Enables interaction with phpIPAM IP address management (IPAM) system, providing…
48255
yshngg
pmcp Claim
A Prometheus Model Context Protocol Server.
81
48256
clauxel
Paid remote MCP for spec driven development acceptance gate MCP, structured rec…
48257
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
48258 N/A N/A 95
48259
MSFT-Innovation-Hub-India
This server exposes a Microsoft Fabric Data Agent as a native MCP tool, allowin…
N/A N/A
48260
NewTurn2017
A Korean-language loss-prevention MCP server that extracts deadlines from user-…
48261
veithly
Enables uploading images to a running PicGo application through its built-in se…
N/A N/A
48262
dequive
MCP server for real-time access to Mozambican legislation, enabling search, sta…
48263
Maxinger15
Provides a structured data interface for Servarr apps (Sonarr, Radarr, Prowlarr…
N/A N/A
48264
tastyppc-marketing
Hosted, OAuth-secured MCP server that drives the Sierra Interactive real-estate…
48265
justomsharma
An MCP server that connects Claude to your real GitHub activity and tells you w…
N/A N/A
48266
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
N/A N/A 75
48267
olaservo
mcp-advisor Claim
Provides comprehensive access to the Model Context Protocol specification throu…
48268
ahamed-kashif
Enables text-to-speech conversion using Google Translate's TTS, supporting many…
N/A N/A
48269
holger1411
An MCP (Model Context Protocol) server that exposes Polestar 2 vehicle data to …
48270
SMGilliatt
A multi-agent RAG MCP server that answers questions from your documents with a …
48271
7t1-studio
Enables AI assistants to deploy generated files (HTML, PDF, images, etc.) direc…
48272
OlegRadinuk
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
N/A N/A
48273
CSOAI-ORG
Time Tracker Ai tools for AI agents. Capabilities: start timer, stop timer, get…
N/A N/A
48274
achilliesbot
agentiam-mcp Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
N/A N/A
48275
Humanly-Labs
Plaud MCP Claim
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull tra…
N/A N/A
48276
JZ3736
A mock MCP server that exposes protein structure prediction tools (submit, stat…
48277
apple-techie
A middleware service that allows LLMs and AI assistants to directly interact wi…
81
48278
eriknewton
Wraps any AI agent harness with kernel-level protection, cryptographic signing,…
N/A N/A 95
48279
axel-belfort
Web content extraction API for AI agents. Scrape any URL and get clean, structu…
81
48280
devsinsight
Indexes PDF documents into Qdrant and exposes semantic search as MCP tools, ena…
48281
pipeworx-io
Enables searching and querying of Allegheny County, Pennsylvania open geospatia…
48282
mm
project-0 Claim
N/A N/A 95
48283
Shudufhadzo
A server that allows users to interact with PostHog analytics platform through …
81
48284
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
48285
CSOAI-ORG
Ai Gateway MCP Server by MEOK AI Labs
N/A N/A 95
48286
WALTER-WRITES
Walter Remote MCP Server — AI humanization and detection tools
48287
aestheticfunction
ds-mcp Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
N/A N/A
48288
AniruddhaShukla
Provides access to the National Park Service API, enabling natural language que…
48289
datalastic
Vessel tracking for 750,000+ ships, with ownership, inspections, port records, …
48290
stolostron
A Model Context Protocol server that enables AI applications to interact with J…
N/A N/A
48291
PPiai
tiktok-mcp Claim
MCP server for TikTok that enables searching videos, users, hashtags, and fetch…
48292
inscada-app
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
48293
mrslbt
MCP server that surfaces cited official Japanese government data on Nankai Trou…
N/A N/A
48294
AsmanovLev
android-mcp Claim
Enables AI agents to control Android devices via ADB, supporting gestures, inpu…
N/A N/A
48295
jacobpixleratgather
A Model Context Protocol server for Bitbucket Cloud that lets agents read pull …
48296
MCP-TOOLS-EDGE
Converts oversized JSON arrays into a compact toon-style textual representation…
48297
ovo-hue
weather-mcp Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
N/A N/A
48298
Ansvar-Systems
Enables querying British cybersecurity data, including regulations, decisions, …
N/A N/A
48299
prizmad
Prizmad Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
48300
juanleon8581
taiga-mcp Claim
MCP server for the Taiga project management API. Enables AI assistants to manag…
Showing 48251–48300 of 67226 servers
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