MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30690
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34751
htmambo
Astron MCP Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
N/A N/A
34752
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
N/A N/A
34753
yogaaltariz
mysql_mcp Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
N/A N/A
34754
jrokeach
A lightweight MCP server that handles git operations on behalf of AI coding ass…
N/A N/A
34755
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
34756
aleehamza25
Fetches and analyzes website content to provide business context to AI agents, …
34757
analisaperlengkapan
Enables LLMs to create and manage Google Jules coding sessions programmatically.
34758
brigsd
mcp-ia-web Claim
MCP server that provides AI access to a local terminal, enabling command execut…
N/A N/A
34759
INSANE0777
FC 26 MCP Claim
Two MCP servers for EA SPORTS FC 26: one parses and edits squad files, another …
N/A N/A
34760
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
34761
parkseokjune
Provena Claim
Enables tracking and querying the provenance of AI-generated code, showing whic…
N/A N/A
34762
imsm
aion Claim
A shared working-state layer for AI coding tools that provides a persistent not…
N/A N/A
34763
isaacpalomero
A server that stores and semantically searches AI prompts via RAG, enabling dev…
N/A N/A
34764
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
34765
prismeai
Provides Prisme.ai tools for workspaces, automations, apps, events, files, AI K…
N/A N/A
34766
Nainounen
homelab-mcp Claim
MCP server giving AI assistants full control of a Proxmox homelab, enabling man…
34767
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
34768
apurvaumredkar
A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLM…
34769
Crossdeckhq
Prism Claim
Intelligence layer for AI that enables querying across revenue, errors, identit…
34770
ismailkerimov
MCP server that gives small LLMs verified symbolic-math & logic tools.
34771
kwinsch
An MCP server for intelligent web content extraction from JavaScript-heavy site…
N/A N/A
34772
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
34773
SikandarMirza
Enables AI-powered browser automation with real profiles, supporting interactio…
N/A N/A
34774
surfagentapp
surfagent-x Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
N/A N/A
34775
hieuh0
MCP server that lets Claude Code consult ChatGPT for a second opinion mid-task,…
34776
mobus-ai
Mobus Claim
Search, preview, and analyze datasets from 20+ platforms via a single MCP conne…
N/A N/A
34777
Brunogar6
This MCP server automatically analyzes project architecture and finds similar c…
N/A N/A
34778
JPSformas
Unified MCP server enabling leaders to query and modify Finnegans data via natu…
N/A N/A
34779
techformist
Seta MCP Claim
Enables Salesforce developers to create code and configuration using local docu…
34780
elisjetmax
A read-only MCP server for self-hosted GitLab, enabling listing projects, inspe…
34781
jclee941
Analyzes KakaoTalk group chat texts to extract availability, rank options, draf…
34782
doomsun-dev
Solarium Claim
A knowledge base MCP server backed by Qdrant vector database with local embeddi…
N/A N/A
34783
belsar-ai
joplin-mcp Claim
Model Context Protocol (MCP) server for Joplin note-taking app, enabling AI to …
N/A N/A
34784
oakkaya
Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debuggi…
N/A N/A
34785
kud
Enables search, reading, and posting to Bluesky from any MCP client; features 1…
34786
ambient-code
GPS Claim
Provides sub-millisecond access to organizational and engineering data by pre-m…
34787
Roxmix
AgentOS Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
N/A N/A
34788
Yuki-az-23
An MCP server that enables AI agents to manage STAR-pattern architecture diagra…
N/A N/A
34789
Nimo1987
Enables AI agents to perform professional-grade deep research by aggregating re…
34790
E13ctr0N
AgenSysAdmin Claim
MCP server for remote Linux server administration via SSH, integrating with Cla…
34791
1036007003-wq
Analyzes and compares GitHub repositories, tracks star growth, and offers AI-po…
34792
rexlManu
MCP server exposing 30 tools for League of Legends player analysis, match revie…
34793
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
N/A N/A
34794
junmt
Enables interaction with MetaTrader 5 for market data, technical analysis, Fibo…
34795
DankeyDevDave
A comprehensive security validation system for MCP server implementations, prov…
N/A N/A
34796
ZidingWang
Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltag…
N/A N/A
34797
ksturgeon-td
tdsql-mcp Claim
An MCP server that turns Teradata Vantage into a full-stack analytics agent pla…
34798
xdevplatform
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
N/A N/A
34799
Mofesto
Enables LLMs to interact with CTBC Securities CTS Trading API for stock, future…
N/A N/A
34800
Gonzih
cc-agent Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
Showing 34751–34800 of 64698 servers
« Prev 1 694 695 696 697 698 1294 Next »