MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33201
tedahn
Enables persistent memory storage and retrieval for AI conversations using Mem0…
81
33202
Evidence-ranked supplement data: search, compare, price history, goal recs. No …
33203
DatabaseMCP Claim
An MCP server that enables AI agents to safely explore and interact with MySQL …
33204
npupko
On-demand access to 150+ specialist AI agent templates — search, browse, and sp…
N/A N/A
33205
Enables Claude to interact with ServiceNow instances through the ServiceNow API…
33206
Infinity-MCP Claim
A Cursor IDE enhancement plugin that provides multi-session MCP functionality a…
N/A N/A
33207
mcp-server Claim
MCP server for the FFmpeg Micro video transcoding API — create, monitor, downlo…
33208
Automatically approves or blocks specified MCP tool calls in Claude Desktop by …
N/A N/A
33209
Provides cross-device access to a persistent knowledge graph via Cloudflare Wor…
33210
Minimal stdio MCP server for parallel task execution by AI agents.
N/A N/A
33211
Enables AI assistants to access Oura Ring health data including sleep, readines…
33212
sbhooley
ainativelang Claim
AINL helps turn AI from "a smart conversation" into "a structured worker." It …
N/A N/A
33213
sophia-blueprint
Navigate the Sophia Architecture Blueprint to discover comprehensive system des…
81
33214
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
N/A N/A
33215
A Python-based MCP server demonstrating basic math and text tools, supporting b…
33216
Generates Word documents for comparison tables and specifications from structur…
33217
jmagar
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
N/A N/A
33218
Verified knowledge base for AI Agents — certified Swiss facts, no hallucination…
33219 N/A N/A 95
33220
Lets Claude query and manage a local Ollama server — list models, inspect them,…
N/A N/A
33221
SAP HANA CLI Claim
150+ SAP HANA database tools as MCP tools for AI assistants
N/A N/A
33222 N/A N/A 95
33223
@ilo.begashvili
browserbase Claim
N/A N/A 95
33224
Enables reading and analyzing Confluence documentation content through the Conf…
33225
Headless semantic MCP server for Obsidian, Logseq, Dendron, Foam, and any markd…
33226
Explore the digital archive of Czech philosopher Ladislav Hejdánek through sema…
33227
traffiycom-ui
PaidSync.ai Claim
Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read…
33228
49-tool Polymarket prediction market suite for AI agents. Direct trading, smart…
N/A N/A
33229
Maximum Sats Claim
Access deep insights and statistics for Bitcoin, the Lightning Network, and the…
33230
Singapore property prices, HDB resale transactions, land use/zoning, and nearby…
33231
dungeonroll0
On-chain D&D 1v1 combat on Base. Register agents, wager ETH, fight. Loser dies …
N/A N/A 81
33232
ariadne Claim
Cross-service API dependency graph for microservice codebases. Give it a busine…
N/A N/A
33233
continuity-bridge
A multi-backend gateway that enables access to various services like Google Dri…
33234
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework Part of…
N/A N/A
33235
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
N/A N/A
33236
Parses Excel/PDF construction calculations and retrieves Korean construction st…
33237
Taiwan's first public MCP server for National Health Insurance (NHI) data — 234…
33238
thegridwork
aiact Claim
Scan codebases for AI usage, classify risk, generate EU AI Act compliance repor…
N/A N/A
33239
weather-mcp Claim
Provides current weather data for a given city using Open-Meteo (free, no API k…
33240
PreReason Claim
Financial context your AI actually understands. Your agent stops guessing. Num…
33241
MCP server for managing Cloudflare DNS across multiple zones from a single API …
33242
Lets Claude manage tmux sessions on Linux — start long-running ML training jobs…
N/A N/A
33243
slab-mcp Claim
MCP server for analyzing Clay tables — schema, rows, errors, and enrichment deb…
N/A N/A
33244
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
33245
jordy-nexian
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
33246
trident-mcp Claim
AI 3D model generation and post-processing: text/image/multiview-to-3D via Trip…
33247
troystack Claim
Precious metals AI analyst with 12 tools — prices, portfolio, chat, receipts, a…
33248
depscope Claim
Package Intelligence for AI agents. 22 tools across 17 ecosystems (npm/pypi/car…
33249
MCP server for D2L Brightspace with multi-strategy authentication and opt-in wr…
33250
mcp Claim
Provision Postgres databases + webhooks from AI coding agents in one HTTP call.
N/A N/A
Showing 33201–33250 of 33332 servers