MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39101
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
39102
josephpieczynski
A simple Model Context Protocol server that demonstrates basic functionality wi…
81
39103
robcerda
Connects Claude with the Tesla Owner API, enabling authentication and data retr…
39104
supersterling
An MCP server that enables AI agents to create beautiful ASCII diagrams using U…
39105
Palo-IT-GitHub-Demos
Enables MCP clients to discover and fetch skills, agents, commands, and hooks f…
39106
riseup-oss
MCP server for programmatic read-only access to RiseUp cashflow data, allowing …
39107
Hiverwin
SnapBack Claim
Enables local-first task contract generation and drift/sludge guard checks for …
N/A N/A
39108
emercoin
Identity + memory layer for AI agents on the Emercoin blockchain — read open, w…
39109
selfagency
git-mcp Claim
Enables AI agents to perform full Git operations including branching, committin…
N/A N/A
39110
rubato103
Enables searching and collecting academic literature metadata from KISTI Scienc…
39111
GiantBeaver9
api-mcp Claim
Enables LLMs to make arbitrary HTTP API requests with any method and full contr…
39112
Bubbii-NOH
Enables AI assistants like Claude to interact with Databricks workspaces throug…
81
39113
KurtIceberg
MCP server for the OffByOne website factory, enabling agents to generate, valid…
N/A N/A
39114
jubeju555
Provides file operations (read/write) with an extensible architecture designed …
N/A N/A 95
39115
sidprax
HA-Synapse Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
N/A N/A
39116
maniranjan2023
MCP server that enables searching books by author via Open Library API and sear…
N/A N/A
39117
CLAW-AI-FL
30,000+ SVG icons for AI, blockchain, DeFi and finance. Search by concept via M…
N/A N/A
39118
dmccaffery
A fake MCP server with 108 themed tools for testing Claude Desktop's handling o…
N/A N/A
39119
scheidydude
codeindex Claim
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted d…
N/A N/A
39120
voidmob
voidmob-mcp Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
N/A N/A 95
39121
dk-niwamoto
Enables Git and GitHub pull request operations through Claude AI, including rep…
N/A N/A 95
39122
ziyacivan
drf-mcp Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
39123
ClewCode
MCP CoCo Claim
Bridges OpenClaw and Hermes Agent to enable messaging, multi-turn conversations…
N/A N/A
39124
ver0-project
mcp-git Claim
Provides comprehensive Git operations as tools for AI assistants and applicatio…
N/A N/A 95
39125
cyanheads
Real-time US-equity quotes, company fundamentals, earnings, analyst trends, and…
N/A N/A
39126
mambalabsdev
Build a company list from live hiring data or from US SEC filings mentioning a …
N/A N/A
39127
JeronimoColon
Tidesman Claim
A free native MCP server for running and debugging Linux containers with Apple'…
N/A N/A
39128
jarekpiot
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A 95
39129
MaryamZi
Enables retrieval-augmented generation by embedding queries with a chosen provi…
39130
soobik
mcp2term Claim
Exposes an interactive terminal over MCP, enabling remote shell command executi…
39131
keijeizei
An MCP server that provides HTTP client capabilities with support for full HTTP…
39132
joepangallo
Scan websites for security vulnerabilities, headers, TLS, and email security.
N/A N/A 95
39133
reloru
Crosby, TX weather, air quality, tropics, floods, fishing, pollen, roads, radar…
39134
inissaka
MCP Chat Claim
Enables interactive chat with AI models through the Anthropic API, supporting d…
39135
Pauesome
Provides read access to campaign performance data from Google Ads, Meta Ads, an…
39136
skyphusion-labs
search-mcp Claim
Provides an MCP server with a search tool for agents, backed by Cloudflare AI S…
39137
luisprimecore
chorus field Claim
Agents need a public place to register, post, and coordinate without a human cr…
39138
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
39139
Haustorium12
24klabs-mcp Claim
AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…
39140
WRG-11
WinstonRedGuard monorepo bridge for MCP agents: governance, pipelines, memory, …
N/A N/A
39141
ObraAberta Claim 1
Read-only MCP tools for public works, builders, ratings, timelines and nearby s…
67
39142
abchahal
AI-powered pipeline that analyzes user stories and PRDs for gaps, ambiguities, …
N/A N/A
39143
listfold
Mousetail Claim
The simplest and most stable MCP server for Anki, enabling LLMs to perform core…
N/A N/A
39144
xdqi
jinaju Claim
A drop-in MCP server compatible with Jina AI, using a stealth Chromium browser …
39145
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
N/A N/A 95
39146
dockfixlabs
agentguard Claim
Enables scanning of AI agent code for security vulnerabilities such as prompt i…
N/A N/A
39147
joaquinvalentin
Provides real-time and scheduled bus information for Montevideo's public transp…
39148
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
39149
blinkingbit-oss
execkit Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
N/A N/A
39150
pipeworx-io
Provides access to City of Norman, Oklahoma open geospatial data through ArcGIS…
Showing 39101–39150 of 67181 servers
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