MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56151
Acuris-GmbH
Address validation, UK postcode lookup (PAF), geocoding & reverse-geocoding in …
N/A N/A
56152
shuji-bonji
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
N/A N/A
56153
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
N/A N/A 95
56154
ManikLakhanpal
Enables AI assistants to interact with the Zerodha trading platform for placing…
N/A N/A
56155
opendata-cat
Servidor [MCP](https://modelcontextprotocol.io/) (Model Context Protocol) que c…
81
56156
Ge-Shun
origin-mcp Claim
Enables AI assistants to control Origin/OriginPro on Windows, including data im…
N/A N/A
56157
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
56158
doominkim
Fetches and searches structured JSON feeds from 7 tech sources including GeekNe…
56159 N/A N/A 95
56160
yingcaihuang
dws-cli-mcp Claim
MCP server that enables AI agents to control all DingTalk features (messaging, …
N/A N/A
56161
RobotRegistryFoundation
robot-md-mcp Claim
A one-command MCP server that bridges a ROBOT.md file to any MCP-aware agent, e…
N/A N/A
56162
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
N/A N/A 95
56163
var-gg
pindoc Claim
Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analys…
56164
Data-Wise
himalaya-mcp Claim
Privacy-first email MCP server wrapping the himalaya CLI, providing 22 tools, 6…
N/A N/A
56165
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
N/A N/A 95
56166
tamojit-123
Generates structured project memory and exposes MCP tools for AI coding agents …
N/A N/A
56167
LLM-MCP-Servers
A powerful MCP server for querying and processing large Swagger/OpenAPI JSON do…
N/A N/A
56168
andrijdavid
bazos-mcp Claim
MCP server for interacting with Bazos.cz and Bazos.sk
N/A N/A
56169
cathalos92
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
N/A N/A 95
56170
yan252
MCP server for SAP UI5/OpenUI5 development, enabling creation of UI5 apps, API …
N/A N/A
56171
linhanhan227
A Python-based MCP server for file operations, web search with fallback, and ta…
56172
torify-dev
Torify gives AI agents the Japanese locale primitives that standard libraries l…
56173
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
56174
Janadasroor
A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent …
N/A N/A
56175
cogniahq
Enables AI assistants to query end-to-end encrypted memories from Cognia worksp…
56176
cosmonic-labs
Template repository for building a WebAssembly component MCP server using wasmC…
56177
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
56178
yonro
XMemo Claim
XMemo is a secure, user-owned memory substrate and context engine for AI agents…
56179
3121n
nve-mcp Claim
Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.
N/A N/A
56180
agentphone
AgentPhone Claim
Give AI agents phone numbers with messaging and voice calling capabilities.
81
56181
fastmcp-me
Provides tools for AI-driven development workflows including file system operat…
N/A N/A
56182
afferens
mcp-server Claim
Real-time physical perception for AI agents — vision, spatial, acoustic, enviro…
N/A N/A
56183
namixai
signer-mcp Claim
Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyp…
56184
PancrePal-xiaoyibao
Enables medical evidence retrieval and analysis via AI-powered search and summa…
56185
BartWaardenburg
A community-built MCP server for the Spaceship API, enabling management of doma…
56186
axel-belfort
Sandboxed code execution API for AI agents. Execute Python, JavaScript, or SQL …
N/A N/A 95
56187
code-cheers
Enables creating a Contra-style game session that can be played inline in MCP-c…
56188
patrickcarmichael
A production-ready Pokémon MCP server that enables users to get comprehensive P…
81
56189
Sofias-ai
A lightweight MCP server that enables integration with Microsoft SharePoint, al…
81
56190
sommerdhussain
agentrails Claim
N/A N/A
56191
devp1
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
N/A N/A 95
56192
bknc-odoo
gmail_mcp Claim
N/A N/A 95
56193
fernikolic
clawdentials Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
81
56194
addanuj
Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endp…
81
56195
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
56196
deepanshuverma022
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
56197
lekt9
Unbrowse Claim
Connect to any website's backend directly by indexing it with our chrome extens…
81
56198
jcjc-dev
beli-mcp Claim
MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and l…
56199
jackculpan
Look up airline seat maps, find the best seats, and manage seat alerts from you…
56200
khan-ashifur
hooklayer Claim
Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-laye…
Showing 56151–56200 of 57160 servers