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
56751
pipeworx-io
Enables searching and querying Washington County, Minnesota open geospatial dat…
56752
qodevai
A Model Context Protocol server for GitLab integration, enabling AI assistants …
56753
markswendsen-code
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
N/A N/A
56754
jay1234624
Connects AI assistants to the Open Library API for searching books and authors,…
N/A N/A
56755
peterhel
Enables Open WebUI to execute bash commands for coding tasks in a persistent pr…
N/A N/A
56756
lihei12345
RunCue Claim
RunCue MCP enables coding agents to navigate, inspect, and verify iOS app UI us…
N/A N/A
56757
dogkeeper886
wpa-mcp Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
N/A N/A
56758
FelipeDanielH
todo-hud-mcp Claim
MCP server for managing a todo list with gamified pomodoro features, exposing s…
56759
bajpayeeritik
codegraph Claim
Indexes a codebase into a live symbol graph and serves it via MCP to AI coding …
N/A N/A
56760
yakumo123118
mumuai Claim
N/A N/A 95
56761
universal-mcp
Enables sending emails and managing email delivery through Resend's API, allowi…
56762
RiteshAgarwal27
Enables lead management and permission set assignment in Salesforce through nat…
56763
dreamiurg
Enables AI assistants to search and browse mountaineers.org for activities, cou…
N/A N/A
56764
mittwald
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
56765
ameksike
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
56766
mrabbani
Enables AI agents to manage WordPress sites via ~74 capabilities including cont…
56767
markadelnawar
Proxies the GitHub MCP server, returns compact schema instead of raw JSON, and …
N/A N/A
56768
infinitimeless
A simple MCP server that enables Claude to communicate with locally running LLM…
N/A N/A
56769
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
56770
takeshijuan
Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …
56771
pipeworx-io
Enables querying disease/target/drug knowledge graph from Open Targets, support…
56772
flamingo8006
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
N/A N/A
56773
snehalsaurabh
An MCP server that integrates with Google Places API to enable AI clients to se…
56774
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
56775
portofcams
An MCP server that turns Claude into a US Part 135 market analyst over live FAA…
56776
wildmin
XunJuZhou MCP is a read-only AI short drama search and recommendation MCP serve…
56777
HugoRS00
Enforces pre-trade planning discipline by checking entry, stop, target, and ris…
56778
scotia1973-bot
api-hub Claim
Memory Vault: 49 MCP tools with persistent agent memory (store/recall/search), …
56779
Vedv7
Provides architectural memory for AI coding agents, enabling reuse of existing …
N/A N/A
56780
peio72
A server for managing translation key insertions into the clubee database with …
N/A N/A 95
56781
api-commons
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
N/A N/A
56782
clikader
An MCP server for BitBucket Cloud operations that enables AI agents to manage r…
56783
JuJu78
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
N/A N/A 95
56784
globodai-group
Enables AI assistants to search leads, view profiles, manage lists, send InMail…
N/A N/A
56785
sudhiksha1502-glitch
A production-ready agent system that automatically discovers and uses tools fro…
N/A N/A 95
56786
ramesharavapally
Fusion MCP Claim
A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud …
56787
littlez3
Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing acc…
56788
jamesaoyama
fugu-mcp Claim
An MCP server that exposes Sakana Fugu as on-demand tools inside Claude Code fo…
56789
leemarcum
MCP server that unifies real-time telemetry from industrial systems into a sing…
56790
FreezeVII
MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
N/A N/A
56791 N/A N/A 95
56792
Blite-HQ
qnexus-mcp Claim
MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…
N/A N/A
56793
lordbasilaiassistant-sudo
ThryxProtocol v3.1 — gasless AI agent launchpad on Base. 21 tools wrap thryx.fu…
N/A N/A
56794
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
N/A N/A
56795
Johnserf-Seed
SportteryAPI Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
56796
LokiMCPUniverse
Enables interaction with UiPath Orchestrator Cloud API to manage processes, rob…
56797
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
56798
matematicsolutions
cl-eli-mcp Claim
MCP server for searching and fetching metadata of Chilean laws, decrees, and re…
56799
plixplox
MCP server that searches documents in Qdrant using embeddings from LMStudio. Ta…
56800
hotwired-sh
hotwired-mcp Claim
MCP server for Hotwired multi-agent workflow orchestration, enabling AI agents …
N/A N/A
Showing 56751–56800 of 67286 servers