MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57951
Klievan
jlink-mcp Claim
Enables AI assistants to debug embedded devices via SEGGER J-Link probes, inclu…
N/A N/A
57952
Reka0rt
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
N/A N/A
57953
peterkrueck
Enables Claude Code to consult Gemini for complex coding problems with session …
N/A N/A
57954
2nspired
A kanban board MCP server that enables AI agents to read and write project boar…
N/A N/A
57955
alejandroviera
An MCP server that enables AI agents to drive Zephyr for Jira (Server/Data Cent…
57956
Jimgitsit
notify-mcp Claim
Provides a send_notification MCP tool for push notifications to mobile devices,…
N/A N/A
57957
jsconiers
Enables querying U.S. Treasury fiscal data including debt, interest rates, auct…
57958
abhayshakya1
Enables interaction with the Upstox trading API via natural language to fetch u…
N/A N/A
57959
MaYunFei
A self-hosted web search and page extraction service adapter that bridges your …
57960
nobitalqs
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
57961
QuantMLResearch
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
N/A N/A
57962
xuio
ltspice-mcp Claim
MCP server for automating LTspice on macOS, enabling simulation, schematic gene…
N/A N/A
57963
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
57964
elementalcollision
An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
57965
simonfraserduncan
Echo Server Claim
Provide a minimal MCP server that supports basic tools like echoing messages, p…
N/A N/A 95
57966
johnnyryan
Verity Claim
A multi-agent verification MCP server that uses cross-family LLM critics, NLI, …
N/A N/A
57967
runapi-ai
hailuo-mcp Claim
RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, a…
57968
agentinbox-in
Enables AI agents to create temporary email inboxes and wait for OTPs, magic li…
57969
matematicsolutions
MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…
57970
TheLZX
AI驱动的PaaS平台任务自动化MCP服务器,支持通过自然语言创建、查询、更新开发任务,自动管理认证和Token。
N/A N/A
57971
AutomateLab-tech
n8n-mcp Claim
Nine-tool MCP server for n8n: generate workflow JSON from natural language, lin…
N/A N/A
57972
miguelplaza17
A deployable MCP server on Cloudflare Workers that allows you to create custom …
81
57973
MankowskiNick
JIRA MCP Claim
A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…
57974
wuruiqi
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
N/A N/A
57975
abhinav7895
Manage voice AI agents, make calls, run campaigns, and control phone numbers th…
57976
enjoykumawat
Enables querying GitHub repos and stats, and managing DEV.to articles (list, cr…
57977
devvdpatel
Enables querying FIFA World Cup player and team statistics for 2010, 2014, 2018…
N/A N/A
57978
algony-tony
Exposes full Linux system control to AI clients via MCP tools for bash executio…
57979
lvncer
VRMCP Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
N/A N/A
57980
aliozkanozdurmus
Enables searching Turkish Court of Cassation (Yargıtay) precedent decisions via…
N/A N/A
57981
fastmcp-me
A unified MCP server for biomedical research that connects AI systems to resour…
57982
MiggiV2
Exposes TeamSpeak 3 channel management as MCP tools, allowing users to list, cr…
N/A N/A
57983
shiz81463
BlenderMCP Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
N/A N/A
57984
doanhtuan123
mcp-opentym Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
N/A N/A
57985
websitebutlers
An MCP server that enforces the clean-room software reimplementation process wi…
N/A N/A
57986
rorojiao
local-mmcp Claim
Local multimodal MCP server for vision, document, audio, video, and GUI automat…
N/A N/A
57987
1orZero
OpenAI-compatible MCP server for running image analysis tools against your own …
57988
digital-go-jp
MCP server for Japan's Jグランツ grant application system, enabling LLMs to search …
57989
cxzzzz
wavekit-mcp Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
N/A N/A
57990
sauravtom
A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…
N/A N/A
57991
shufl9dka
Provides tools for web, image, generative search, and Wordstat keyword statisti…
57992
wynandw87
ElevenLabs Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
N/A N/A
57993
Egecakir1
yek-mcp Claim
Enables natural language querying of the Turkish Manuscript Institution's catal…
N/A N/A
57994
pipeworx-io
Enables browsing and reading curated design and photography feeds, as well as f…
57995
darrenlopez
obsidian-mcp Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
N/A N/A
57996
debabsah
A read-only MCP server for exploring on-premises, multi-instance Microsoft SQL …
N/A N/A
57997
pipeworx-io
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
57998
Timwal78
Institutional AI market intelligence: squeeze scanner, options flow, council ve…
57999
olaservo
Enables AI-assisted code review with bias mitigation strategies through cross-m…
81
58000
Ansvar-Systems
Enables querying Maltese cybersecurity regulations, decisions, and requirements…
N/A N/A
Showing 57951–58000 of 58579 servers