MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44401
toolbooth
ToolBooth Claim
Toolbooth eliminates API key friction for AI agents. Instead of managing doze…
81
44402
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
44403
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
44404
Quegenx
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
95
44405
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
44406
tum-gis
Enables AI assistants to interact with 3DCityDB v5 through natural language, dy…
44407
xiaobenyang-com
hot-news Claim
Track breaking stories and trending topics across Chinese and global sources in…
N/A N/A 95
44408
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
44409
0GiS0
mcp-apps Claim
Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-…
44410
makomori
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
44411
Seey215
github-mcp Claim
Enables AI assistants to directly operate GitHub repositories, such as listing …
44412
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
44413
khuynh22
Enables browsing S3 buckets and objects, and generating secure presigned URLs f…
44414
pagos-ai
Enables users to retrieve BIN data for a given BIN number, with optional enhanc…
44415
iHeldan
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
44416
knorq-ai
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
N/A N/A
44417
Tr1ckyMag1ca1
MCP server for AI-powered image, audio, and video generation, enabling media cr…
44418
UniFuncs
Provides web search, content extraction, and deep research capabilities through…
44419
axel-belfort
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
81
44420
dajun666
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
N/A N/A
44421
ryanleecode
Enables AI assistants to generate UI components and web interfaces from natural…
44422
r-huijts
Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
44423
HelpFreedom
Provides current weather and forecasts for any city via natural language, using…
44424
keijeizei
An MCP server that provides HTTP client capabilities with support for full HTTP…
44425
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
44426
haxudev
Provides tools for querying Chinese criminal law, US weather alerts, Azure pric…
44427
procload
Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
44428
signalclaude
Interagent Claim
An MCP server that enables multiple Claude Code agents to communicate, share me…
N/A N/A
44429
Dokkabei97
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
N/A N/A
44430
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
44431
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
44432
hypnosis
Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage …
44433
SimformSolutionsPvtLtd
An MCP server for local testing that enables file management operations, requir…
N/A N/A
44434
fernandoabolafio
repobase-mcp Claim
MCP server for indexing and searching Git repositories with AI. Enables tools l…
N/A N/A
44435
luke-kucing
alaya Claim
Enables Claude Code to serve as the primary interface for a personal knowledge …
N/A N/A
44436
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
N/A N/A
44437
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
44438
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
44439
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
44440
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
44441
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
44442
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
44443
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
44444
himnishpersonal
Analyzes financial contract PDFs to extract clauses, flag risk terms, and compa…
44445
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
44446
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
44447
scarr7981
Provides LLMs with structured workflow guidance and next-step instructions for …
N/A N/A
44448
shuakami
mcp-docsrs Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
44449
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
44450
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
Showing 44401–44450 of 45235 servers
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