MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33601
0xJRP
Enables querying your spreadsheet using natural language questions; provides re…
33602
databar-ai
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
33603
fabdendev
Ferret MCP Claim
An MCP server that extracts complete knowledge from any codebase — architecture…
N/A N/A
33604
pipeworx-io
mcp-sefaria Claim
Enables AI agents to access and query the Sefaria digital library of Jewish tex…
33605
QusaiiSaleem
A professional MCP server providing complete programmatic access to Basecamp 4 …
33606
nxxxsooo
Enables AI agents to publish articles to WeChat Official Account (微信公众号). Suppo…
N/A N/A
33607
scottie-will
Enables AI assistants to manage Google Tasks, including listing, creating, upda…
N/A N/A
33608
vonmrs
AI-powered content automation MCP server that enables researching topics, gener…
33609
Wally-Ahmed
Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…
N/A N/A
33610
PetitOnes
Enables reading and updating relationship data (likes, dislikes, important info…
N/A N/A
33611
LWaetzig
An MCP server for searching Google Scholar, enabling paper search, author looku…
33612
Ocean-Ch
A Model Context Protocol (MCP) server for Google Maps — routing, place discover…
N/A N/A
33613
Rodriguespn
A Code Mode MCP server for the e2b API, giving agents three tools (search, exec…
N/A N/A
33614
DisSa12
Polyprompt Claim
An MCP server that translates your coding prompts from your native language int…
N/A N/A
33615
Ninjaboy249
Integrates GitHub Copilot Agent with Azure DevOps to fetch, analyze, and report…
33616
PabloSR06
Enables LLMs to manage Google Calendar events and Google Tasks through a set of…
N/A N/A
33617
cryptopilot-tools
Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and…
N/A N/A
33618
Birantx
Polymarket prediction markets for Claude — market search, order books, price hi…
33619
Search Graylog logs by timestamps, filter by streams, and debug production issu…
N/A N/A 81
33620
MCP server for R package development using usethis, devtools, renv, and testthat
N/A N/A 81
33621
lockon-n
Enables management of Google Cloud services including BigQuery, Cloud Logging, …
N/A N/A
33622
softvoyagers
ogforge-api Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
81
33623
VrtxOmega
Omega Stenographer MCP is the passive observation layer of the VERITAS & Sovere…
N/A N/A
33624
Juupeee
Enables AI models to read local images using NVIDIA vision models, supporting i…
N/A N/A
33625
pipeworx-io
Provides access to government auctions data for physical-asset auctions includi…
33626
Eilodon
Exposes 31 high-assurance agentic coding skills as MCP tools and resources, ena…
33627
fcdmoraes
Enables running SQL queries, exploring metadata, and interacting with Teradata …
33628
Tairon-ai
Enables interaction with the Casper Network blockchain via MCP, providing tools…
81
33629
keibai-hub
Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings.…
33630
badchars
An MCP server that enables AI agents to perform comprehensive GitHub security a…
33631
varun123936
Enables natural language management of blog posts and comments through a decoup…
33632
SDillon001
A local MCP server that indexes and searches your Claude Code conversation hist…
N/A N/A
33633
kjazz888
kkkkkk Claim
N/A N/A 95
33634
xiaohan815
A browser automation MCP server providing 30 tools for navigation, interaction,…
N/A N/A
33635
PeterHdd
Give AI agents eyes and hands on macOS.
N/A N/A
33636
wzh4464
Enables visual drag-and-drop editing of Mermaid diagrams through Claude, allowi…
N/A N/A
33637
Pactlio-ai
pactlio-mcp Claim
Contract and wills legal tools for AI agents: statute-cited requirements per co…
33638
Nisarg-Shah2302
Enables managing daily change logs with automatic formatting, intelligent monit…
N/A N/A
33639
botdojo-ai
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
N/A N/A
33640
universal-mcp
Provides a standardized interface for interacting with Heygen's AI video genera…
33641
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
33642
Quazmoz
Enables AI agents to manage HPE OneView infrastructure through the REST API, in…
81
33643
adithya1012
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
33644
2019-02-18
MCP server for interactive feedback collection via Chrome extension, enabling u…
N/A N/A
33645
openhoat
aik-mcp Claim
Enables AI agents to discover, read, search, and install Markdown-based knowled…
N/A N/A
33646
meimakes
Enables AI assistants to access your Oura Ring health data through OAuth2-authe…
33647
Jovillios
HistoryMCP Claim
Provides AI assistants access to browser history from SQLite databases, enablin…
N/A N/A
33648
Weavy-AI
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
33649
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
33650
ThornGuard Claim 1
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
N/A N/A 81
Showing 33601–33650 of 66549 servers
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