MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56801
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
56802
infinitimeless
A simple MCP server that enables Claude to communicate with locally running LLM…
N/A N/A
56803
gasio-ai
가시오 툴즈의 14종 이미지/미디어 처리 기능을 로컬 오프라인에서 AI 에이전트가 사용할 수 있게 해주는 MCP 서버입니다. 배경 제거, 화질…
N/A N/A
56804
takeshijuan
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
56805
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
56806
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
N/A N/A
56807
snehalsaurabh
An MCP server that integrates with Google Places API to enable AI clients to se…
56808
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
56809
portofcams
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
56810
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
56811
HugoRS00
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
56812
scotia1973-bot
api-hub Claim
Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), …
56813
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
56814
plixplox
MCP server that searches documents in Qdrant using embeddings from LMStudio. Ta…
56815
hotwired-sh
hotwired-mcp Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
N/A N/A
56816
Team23gm
Exposes tools for AI agents to access honest economic data, including purchasin…
56817
woodstocksoftware
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
N/A N/A
56818
CorgiCorner
tickward MCP Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
56819
opastorello
Enables AI assistants to manage temporary email addresses via the mail.tm API, …
56820
Abhigyan-Shekhar
Waggle-mcp Claim 1
Persistent graph-backed conversational memory for AI agents.
N/A N/A 81
56821
devstroop
A remote MCP server that provides AI memory and personalization tools for Honch…
56822
pranav-okta
Enables LLM agents to manage Okta organizations through the Okta Admin Manageme…
56823
mcpflow
Enables to interact with Nylas API for email, calendar, and contacts via MCP, p…
56824
vaibuep
Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Pr…
56825
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
56826
HazloPosible
Search volunteer opportunities across Spain via hacesfalta.org
N/A N/A
56827
kmcclur2005
A secure MCP server designed for Ugreen NAS, enabling AI clients to list and ac…
N/A N/A
56828
Rinava
umbryn-mcp Claim
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, n…
N/A N/A
56829
Feynman520
Automates Hancom Office HWP forms via COM, converting, extracting, field-fillin…
N/A N/A
56830
robino16
codeembed Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
N/A N/A
56831
dvdksn
Enables querying Kapa.ai's documentation and Q&A capabilities for any project e…
56832
yanjin734-ltsm
A local MCP server that exposes Tavily search as a tool and rotates across mult…
56833
ximenchuifeng
Enables Codex to delegate implementation tasks to Kimi Code while managing serv…
N/A N/A
56834
ryum91
MCP server wrapping Toss Securities Open API, enabling stock price queries and …
56835
guaidao2
独立自包含的SRC挖洞专用MCP工具包,提供32个侦察、漏洞检测、认证安全、信息提取等工具,零外部依赖,即装即用。
56836
middlefieldgs
List, read, create, and edit JupiterSignup sign-up and payment forms. API key r…
56837
cessda
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
N/A N/A
56838
ferronicardoso
Production-oriented MCP server for Microsoft SQL Server, enabling query executi…
56839
sharpjsdev
Enables querying ERP data via an external API with adaptive caching, and access…
56840
sputnicyoji
A comprehensive MCP server integrating Google Docs, Sheets, Drive, Gmail, Calen…
56841
troxeldj
obsidian_mcp Claim
Enables reading, writing, searching, and managing Obsidian vault notes through …
N/A N/A
56842
SnipMCP
thinchain Claim
MCP server that sanitizes bad broker data and compresses options chains 95% for…
N/A N/A
56843
kenjudy
MCP server for saving URLs to Instapaper via the Instapaper Simple API.
56844
lucasbrito-wdt
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
N/A N/A
56845
alezmad
claudemesh Claim
Enables Claude Code agents to communicate and share context across sessions via…
56846
Apoorva5544
A production-ready MCP server providing file, system, math, and text utilities …
N/A N/A
56847
sgoley
MCP server providing mortgage calculation tools and live interest rates from Ho…
56848
markswendsen-code
MCP Booking Claim
Enables AI agents to search hotels, check availability, manage reservations, an…
N/A N/A
56849
0x8687
Enables AI assistants to connect to Gmail accounts, check connection status, an…
56850
pontasan
An MCP server for AI assistants to programmatically create and manage Entity-Re…
N/A N/A
Showing 56801–56850 of 67286 servers