MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59101
mir-shakir
Safe MySQL database exploration for AI agents via MCP, enabling read-only queri…
59102
jbouder
MCP server that provides AI coding agents automatic access to AGENTS.md documen…
N/A N/A
59103
Abderraouf-yt
Skill7 Claim
Provides 634+ curated production-ready AI skills for any MCP-compatible client,…
59104
LinkForty
Connects AI assistants like Claude and Cursor to LinkForty deep links and analy…
59105
sklnhunt
An MCP server that lets AI assistants analyze Burp Suite XML exports offline, w…
N/A N/A
59106
UPSD1
A comprehensive Model Context Protocol (MCP) server for accessing CourtListener…
59107
mrbit-dev
Enables AI assistants to interact with Google Drive, supporting file operations…
N/A N/A
59108
JigsawStack
Convert Speech to Text using JigsawStack AI Models.
N/A N/A 95
59109
l0kifs
Manages a persistent todo list with SQLite storage, reminder notifications, and…
N/A N/A
59110
jorsenc
Enables text-to-image and pixel art generation using Pollinations.ai with no AP…
59111
hitoshura25
Generates production-ready MCP servers with dual-mode (MCP + CLI) architecture,…
59112
ColorSource
Stealth browser automation for AI agents, using source-patched Chromium to bypa…
N/A N/A
59113
mirabilitum
SkillStrata Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
N/A N/A
59114
viral-sangani
viral-mcp Claim
MCP server that wraps the last30days research engine, enabling agents to run to…
N/A N/A
59115
LarryLemonBot
Low-cost decision layer before high-stakes agent-tool spend.
59116
Raoof128
An MCP server that brings difficulty-adaptive, multi-path reasoning to Claude C…
N/A N/A
59117
thepapermen
Provides a read-only PostgreSQL SQL surface for LLM agents via MCP, with defens…
59118
polydoc-tech
polydoc-mcp Claim
MCP server that converts HTML or URLs to PDF, captures screenshots, and generat…
N/A N/A
59119
Ponywen0819
Enables Claude Code CLI to interact with Obsidian by reading selections, openin…
N/A N/A
59120
cody-aigov
Provides AI governance controls as MCP tools for safety screening, risk classif…
59121
Johnhyeon
TelegramLens Claim
A local MCP server that structures stock mentions and narrative flows from Tele…
N/A N/A
59122
xun123456
jlink-mcp Claim
Enables AI assistants like Claude to directly debug microcontrollers via JLink,…
N/A N/A
59123
genai-tools
Exposes 5 meta-tools that allow AI agents to autonomously discover and execute …
N/A N/A
59124
pokakrisztian2
A local MCP server that enables AI assistants to post to social media platforms…
N/A N/A
59125
AIops-tools
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
N/A N/A
59126
edesent
Edit your church website in plain English — text, photos, pages, domains, hosti…
59127
kwanLeeFrmVi
An MCP server that indexes documents and serves relevant context to LLMs via Re…
N/A N/A
59128
DemandSphereDev
Connects AI assistants to the DemandSphere search intelligence platform, enabli…
N/A N/A
59129
kvmaker
discord-mcp Claim
N/A N/A 95
59130
jarmstrong158
waveform-MCP Claim
An MCP server that gives an LLM agent control over Tracktion Waveform, enabling…
N/A N/A
59131
JPSformas
Unified MCP server enabling leaders to query and modify Finnegans data via natu…
N/A N/A
59132
openstack-lightspeed
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
59133
ceaksan
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
N/A N/A
59134
fkesheh
A hub for creating and managing AI agents that connect to MCP-compatible client…
59135
teatak
An MCP server that runs in the browser, letting web pages register custom tools…
N/A N/A
59136
dazebug
Lets MCP-compatible AI assistants have read-only conversations with OpenAI Code…
N/A N/A
59137
codingmachineedge
A low-level computer-use MCP server that exposes raw desktop control (mouse, ke…
59138
gu-dsan6725
Exposes World Bank development data to AI agents via local CSV resources and li…
59139
cmaurer
Provides tools to search the Mouser Electronics parts catalog via keyword, part…
59140
jaskaranhundal
usap-skills Claim
Exposes 79 cybersecurity skills and 12 orchestrator agents over MCP, with a typ…
N/A N/A
59141
agentsmcp
A set of MCP servers that provide AI agents with safe, composable access to web…
59142
cpramod
vision-mcp Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
59143
AutomateIP
fwrule-mcp Claim
An MCP server that analyzes firewall rule overlap, duplication, shadowing, and …
N/A N/A
59144
tulidu-sport
Enables AI tools to query sports tournaments, leaderboards, predictions, and ma…
N/A N/A
59145
amcheste
overleaf-mcp Claim
Enables editing Overleaf projects from Claude, with tools to list, read, edit, …
59146
dp-pcs
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
N/A N/A
59147
HrRodan
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powere…
N/A N/A 81
59148
jlacher
An MCP server that queries the baseline status of web platform features using d…
59149
AndurilCode
Accordo Claim
A YAML-driven workflow guidance MCP server that enables AI coding agents to fol…
N/A N/A
59150
dyyz1993
A cross-project knowledge base MCP server supporting three-layer search (text m…
Showing 59101–59150 of 67286 servers