MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29449
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39501
rtx1025189518-source
Enables AI assistants to control Adobe After Effects through the MCP protocol, …
N/A N/A
39502
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
39503
cakemail
An MCP server that provides AI agents with direct access to authoritative Cakem…
39504
ScrumDoLLC
scrumdo-mcp Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
39505
khesayed
Enables intelligent ecommerce tools for agents and applications, including prod…
39506
ontolocy
Augments an LLM with Ontolocy cyber graph capabilities, enabling natural langua…
N/A N/A
39507
barrymister
Provides AI assistants with structured access to metadata for 76+ AI models acr…
39508
universal-mcp
Enables interaction with Hashnode's tools and services through a unified API us…
39509
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
39510
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
39511
jmtrs
or-info Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
39512
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
39513
garoon
Official local MCP server for Garoon, enabling AI assistants to interact with t…
39514
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
39515
0GiS0
mcp-apps Claim
Enables interacting with YouTube Data API v3 through MCP tools (get-video, get-…
39516
imleokkkk
Multiply numbers quickly and accurately within your workflows. Automate repetit…
N/A N/A 95
39517
makomori
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
39518
Seey215
github-mcp Claim
Enables AI assistants to directly operate GitHub repositories, such as listing …
39519
khuynh22
Enables browsing S3 buckets and objects, and generating secure presigned URLs f…
39520
sham-devs
mcp-md-pdf Claim
Converts Markdown files to Word (.docx) and PDF documents. Supports .dotx templ…
N/A N/A
39521
pagos-ai
Enables users to retrieve BIN data for a given BIN number, with optional enhanc…
39522
iHeldan
Local-first Excel MCP server for AI agents enabling structured reads, workbook …
39523
UniFuncs
Provides web search, content extraction, and deep research capabilities through…
39524
knorq-ai
A local MCP server for reading and editing Word (.docx) documents with 33 tools…
N/A N/A
39525
Tr1ckyMag1ca1
MCP server for AI-powered image, audio, and video generation, enabling media cr…
39526
dajun666
An MCP server that automates login to PAUSD Schoology via ClassLink and provide…
N/A N/A
39527
r-huijts
Enables AI assistants to manage Canvas LMS courses, announcements, rubrics, ass…
39528
HelpFreedom
Provides current weather and forecasts for any city via natural language, using…
39529
keijeizei
An MCP server that provides HTTP client capabilities with support for full HTTP…
39530
ryanleecode
Enables AI assistants to generate UI components and web interfaces from natural…
39531
haxudev
Provides tools for querying Chinese criminal law, US weather alerts, Azure pric…
39532
ClicheFactory
Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, an…
N/A N/A
39533
procload
Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
39534
signalclaude
Interagent Claim
An MCP server that enables multiple Claude Code agents to communicate, share me…
N/A N/A
39535
SimformSolutionsPvtLtd
An MCP server for local testing that enables file management operations, requir…
N/A N/A
39536
fernandoabolafio
repobase-mcp Claim
MCP server for indexing and searching Git repositories with AI. Enables tools l…
N/A N/A
39537
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
39538
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
N/A N/A
39539
hypnosis
Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage …
39540
Dokkabei97
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
N/A N/A
39541
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
39542
Arenafriends
valerie-mcp Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
N/A N/A
39543
slack-samples
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
39544
hjpotter92
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
39545
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
39546
lioensky
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
39547
scarr7981
Provides LLMs with structured workflow guidance and next-step instructions for …
N/A N/A
39548
lubosstrejcek
victron-tcp Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
N/A N/A
39549
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
39550
shuakami
mcp-docsrs Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
Showing 39501–39550 of 43365 servers
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