MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36151
mal0ware
Exposes a JEPA latent world model for planning in a 2D point-mass environment v…
N/A N/A
36152
caffeineworks-ai
Calcifier Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
36153
sathvik1607
allpets_mcp Claim
MCP server for AllPets Clinic analytics, providing weekly KPI dashboards, natur…
N/A N/A
36154
Abhinab-Handique
DB_Talk Claim
Enables natural language interaction with SQLite databases using LangChain and …
N/A N/A
36155
ZWingett
marketplace Claim
Search and discover credentialed operational systems on the GallanDigital marke…
36156
mohamed-yehia311
Automated MCP server that listens for Hugging Face discussion comments, extract…
N/A N/A
36157
harshi79
Enables AI assistants to search and retrieve official TeleBot Studio documentat…
36158
dtannen
A comprehensive project management system with MCP support, enabling AI agents …
N/A N/A
36159
yksanjo
Let AI agents interact with the WAX blockchain. Query balances, explore NFTs, t…
36160
schwarztim
Enables AI assistants to perform password security auditing using John the Ripp…
36161
friozi
Provides a tool to retrieve today's 2026 FIFA World Cup matches, including team…
N/A N/A
36162
RCOLKITT
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
N/A N/A 95
36163
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
36164
shalevjon
Overlap Claim
Records what you're working on so Overlap can introduce you to someone two week…
36165
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
36166
v0o0v
Enables Claude to search and retrieve Unity game assets (sprites, sounds) via n…
N/A N/A
36167
garylab
A Model Context Protocol server that provides access to the Pexels API for sear…
36168
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
36169
hellosverre
MCP server that provides tools to search Norwegian addresses, reverse geocode, …
36170
keshav-k3
webhook-mcp Claim
A Bun-based MCP server that sends POST requests to webhooks, supporting Discord…
36171
RonenTanchum
Mission MCP is a Trust Graduation gate for AI agents, with visible approval cer…
N/A N/A
36172
bandham-manikanta
Enables semantic search over an OpenAPI catalog to find and recommend API endpo…
N/A N/A
36173
fjacquet
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
N/A N/A
36174
Project-Harrison
searoute_mcp Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
36175
toshi-bata
Bridges Claude Desktop to the HOOPS AI WebAPI, enabling 3D CAD analysis and int…
N/A N/A
36176
hjsh200219
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
N/A N/A
36177
wangsquirrel
An MCP server for generating Chinese divination charts (Six-line and Bazi) base…
36178
firstshout
Estimates Claude API token counts, per-model cost, and prompt-caching break-eve…
N/A N/A
36179
weihang1258
An MCP server that bridges LLM platforms with multiple socket_server targets, e…
36180
rockcj
Docx_MCP_cj Claim
Enables AI agents to intelligently analyze and fill any Word document tables us…
N/A N/A
36181
jzhang17
Enables prospect research through semantic web search, webpage scraping, and ba…
36182
AMR-DEV-PS
nipregon-mcp Claim
Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEID…
36183
sjemmeh
zimage-mcp Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
N/A N/A
36184
volodymyrkoval
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
N/A N/A
36185
harinarayn
Enables AI assistants to analyze Azure Data Factory costs, detect waste, and pr…
36186
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
36187
mahesh-cr-de
A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigg…
36188
Adity-star
An MCP server that enables AI agents to fetch real-time cryptocurrency prices a…
N/A N/A
36189
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
36190
centia-io
Exposes the Centia API as MCP tools generated from its OpenAPI spec, enabling n…
N/A N/A
36191
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
36192
cachly-dev
mcp-server Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
N/A N/A 95
36193
thebackpackdevorg
Shared context for multiple Claude Code sessions working on the same project.
N/A N/A
36194
ContextBolt
AI-powered recall over your saved bookmarks. It gives Claude semantic search, t…
36195
MorganFisher2007
Noemic Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
36196
praveen-radakirouchenane
A CLI tool to scaffold and manage new MCP-compatible server projects with uv, i…
N/A N/A
36197
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
36198
kapilthakare-cyberpunk
hello-server Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
81
36199
jsyapps
Enables Claude to integrate with Stripe for creating payment links, processing …
36200
KYONY
Enables Claude to interact with Telegram channels and groups through API or web…
N/A N/A
Showing 36151–36200 of 67181 servers
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