MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39151
bambinobino
Enables AI assistants to query Norwegian tax data, submit reports, look up popu…
— ○ ⏳ — N/A N/A — — —
39152
rishabhg
groww Claim
— ○ ⏳ — N/A N/A — 95 —
39153
molpass
mcp-gwansang Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
— ○ ⏳ — N/A N/A — — —
39154
jxqxn
Captures real Godot UI screenshots and node metadata to enable a browser-annota…
— ○ ⏳ — N/A N/A — — —
39155
JuanCMPDev
Mediabox MCP Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
— ○ ⏳ — — — — — —
39156
xyj2570
xhs-mcp Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
— ○ ⏳ — — — — — —
39157
hshintelligence
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
— ○ ⏳ — — — — — —
39158
mdp18
telesign-mcp Claim
Enables AI assistants to send SMS messages, verify phone numbers via OTP, asses…
— ○ ⏳ — — — — — —
39159
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
— ○ ⏳ — — — — — —
39160
oliverxuzy-ai
vault-mcp Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
— ○ ⏳ — N/A N/A — — —
39161
arjun-vegeta
AgenTest Claim
AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…
— ○ ⏳ — N/A N/A — — —
39162
barrettclark
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
— ○ ⏳ — N/A N/A — — —
39163
Dmitriusan
A Model Context Protocol (MCP) server that gives AI assistants deep visibility …
— ○ ⏳ — — — — — —
39164
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
— ○ ⏳ — N/A N/A — 95 —
39165
leadfuze
enrichment Claim
— ○ ⏳ — N/A N/A — 95 —
39166
smythmyke
Workflow tools for US federal contractors — go/no-go bid scoring, incumbent int…
— ○ ⏳ — — — — — —
39167
cUDGk
Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…
— ○ ⏳ — N/A N/A — — —
39168
AiAgentKarl
MCP server for enterprise authentication and authorization — JWT validation, OI…
— ○ ⏳ — — — — — —
39169
ishay60
mcpolyglot Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
— ○ ⏳ — — — — — —
39170
nullxnothing
solblade Claim
AI-native Solana wallet CLI with scoped MCP server, enabling AI agents to manag…
— ○ ⏳ — N/A N/A — — —
39171
inboxapi
InboxAPI CLI Claim
Provides an AI agent with its own email address to send, receive, and manage em…
— ○ ⏳ — — — — — —
39172
afshinator
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
— ○ ⏳ — N/A N/A — — —
39173
yyu0310
lark-mcp Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
— ○ ⏳ — N/A N/A — — —
39174
iamserge
Enables AI assistants to interact with Nexus projects, allowing management of p…
— ○ ⏳ — — — — 81 —
39175
bahri-hirfanoglu
mcpify Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
— ○ ⏳ — — — — — —
39176
FUYOH666
Adversarial autonomous DFIR. A court of AI agents — Prosecutor, Defender, Arbit…
— ○ ⏳ — N/A N/A — — —
39177
dsblank
Enables natural language queries about family tree data from a Gramps genealogy…
— ○ ⏳ — N/A N/A — — —
39178
alfaarghya
A Model Context Protocol server that enables keyword search within files, retur…
— ○ ⏳ — N/A N/A — — —
39179
sohrab4748
MCP server for DMAP-AI drought monitoring and SPI drought analysis using NASA P…
— ○ ⏳ — — — — — —
39180
jashkahar
A FastMCP-based server that provides a natural language interface to Terraform …
— ○ ⏳ — N/A N/A — — —
39181
HarjjotSinghh
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
— ○ ⏳ — — — — — —
39182
XiangXi011
Read-only MCP server for Alibaba Cloud MaxCompute, enabling safe querying of al…
— ○ ⏳ — — — — — —
39183
b19805652
Image generation MCP server running on Cloudflare Workers, supporting multiple …
— ○ ⏳ — — — — — —
39184
Roxmix
AgentOS Claim
MCP server providing persistent memory, goal tracking, self-reflection, and bac…
— ○ ⏳ — N/A N/A — — —
39185
light4
Enables dynamic and reflective problem-solving through a structured thinking pr…
— ○ ⏳ — — — — — —
39186
mark.evgenev
test Claim
— ○ ⏳ — N/A N/A — 95 —
39187
AimenHallou
engain-mcp Claim
Enables programmatic Reddit growth campaign management via the Engain API, incl…
— ○ ⏳ — — — — — —
39188
sebastianall1977
gmail-mcp1 Claim
— ○ ⏳ — N/A N/A — 95 —
39189
pipeworx-io
Enables searching and querying City of Henderson open geospatial datasets (parc…
— ○ ⏳ — — — — — —
39190
reidgoodbar
squire Claim
Remote runtimes for validation and offload jobs.
— ○ ⏳ — — — — 83 —
39191
techniondigitalsolutions
Odoo MCP Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
— ○ ⏳ — N/A N/A — — —
39192
nitzpo
MCP server for querying Israeli government real estate data, enabling property …
— ○ ⏳ — — — — — —
39193
VamsiSudhakaran1
release-gate Claim
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
— ○ ⏳ — N/A N/A — — —
39194
SulavKharel
A local MCP server that connects Claude to your YouTube channel, enabling video…
— ○ ⏳ — — — — — —
39195
dmayan-ss
Read-only MCP server for ISPKeeper ISP management software, enabling querying o…
— ○ ⏳ — N/A N/A — — —
39196
boy-373
fuel-mcp Claim
China fuel prices: gasoline and diesel across all 31 provinces with adjustment …
— ○ ⏳ — — — — — —
39197
F1LT3R
agent-notify Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
— ○ ⏳ — N/A N/A — — —
39198
vkmtx
veil-mcp Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
— ○ ⏳ — N/A N/A — — —
39199
th3w1zard1
KotorMCP Claim
MCP server for interacting with Knights of the Old Republic game installations,…
— ○ ⏳ — N/A N/A — — —
39200
benseverndev-oss
devpilot Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
— ○ ⏳ — N/A N/A — — —
Showing 39151–39200 of 69400 servers
« Prev 1 … 782 783 784 785 786 … 1388 Next »