MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44551
UniRate-API
mcp Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
N/A N/A
44552
stone-w4tch3r
An MCP server that gives AI coding tools access to Figma design data for accura…
N/A N/A
44553
chainbase-labs
agentkey Claim
AgentKey is the execution layer between AI agents and the real internet. One MC…
44554
Decodo
Enable your AI agents to scrape and parse web content dynamically, including ge…
N/A N/A 95
44555
Claynsn
Minimal MCP server (~250 lines TS) for ERC-8004 agent discovery + x402 payment.…
N/A N/A
44556
Lotargo
MCP-NG Claim
A high-performance Go-based MCP server that provides a microservice architectur…
81
44557
MCP server for Ordali memory: SQLite-backed project memory and governance trace…
N/A N/A 81
44558
next-role
Next Role Claim
Next Role allows you to produce professionally tailored CVs/Resumes and Cover l…
81
44559 N/A N/A 95
44560
jiahuidegit
AI-powered professional document generation server that creates Word and Excel …
N/A N/A
44561
MattCollins-Jones
Exposes Power Platform Pipeline operations as MCP tools for Copilot Studio agen…
44562
Feyfa
Exposes Exact Match Site ID data to MCP-compatible AI clients. Supports OAuth a…
44563
jagalliers
appd-mcp Claim
A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to q…
N/A N/A
44564
matteocolazilli
GreenboneMCP Claim
An MCP server connecting AI clients to Greenbone/OpenVAS for vulnerability scan…
N/A N/A
44565
gabemempin
telegram Claim
N/A N/A 95
44566
TheWeaveSC
TheWeave is a markdown-native memory architecture for Claude and any MCP-aware …
N/A N/A
44567
CoolSapiens
Let AI tools securely access your LinkedIn network and DMs
44568
mikeisfree
neo4j Claim
N/A N/A 95
44569
Tasfiul-Hedayet
mcp-checker1 Claim
N/A N/A 95
44570
DanWahlin
Transforms code repositories into interactive, themed adventures for exploratio…
N/A N/A
44571
NimbleBrainInc
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
44572
olk
mem0-mcp Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
44573
cUDGk
ffmpeg-mcp Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
N/A N/A
44574
brynnjocelyn
Enables LLMs to manage PocketBase databases with comprehensive CRUD, authentica…
44575
mrosata
codetex-mcp Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
N/A N/A
44576
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
44577
izzy0101010101
Enables management of penetration testing reports and vulnerabilities through a…
81
44578
Jensimogit
mcp-recall Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
44579
markview
markview Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
81
44580
t09tanaka
Provides VOICEVOX text-to-speech as an MCP tool. Requires a running VOICEVOX en…
N/A N/A
44581
tengzhijian
Weather MCP Claim
A MCP server for querying real-time weather information for any city worldwide …
44582
wisesight
Enables access to Zocialeye's social media analytics API for campaign data anal…
81
44583
anasahmed07
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
N/A N/A
44584
garywwh
A MCP server for controlling Spotify playback, searching for content, and manag…
44585
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
44586
LiviuBirjega
files-mcp-ts Claim
A lightweight MCP server for basic file operations, enabling reading, writing, …
N/A N/A
44587
Houseofmvps
codesight Claim
Provides 13 MCP tools for codebase analysis, wiki generation, and knowledge map…
N/A N/A
44588
intent-driven-software
idf-mcp Claim
Turn an IDF domain into an MCP server with invariants and role scopes in every …
N/A N/A
44589
Lightfielder
Pixal3D-MCP Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
N/A N/A
44590
XJTLUmedia
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
N/A N/A 95
44591
mralbertzwolle
Enables seamless integration with SnelStart accounting data, allowing users to …
81
44592
hckhanh
Gitlab Utils Claim
Extend your GitLab workflows with additional utilities to enhance productivity …
N/A N/A 95
44593
traderalvin1
Enables AI agents to interact with the Polymarket prediction market platform to…
81
44594
sebastiancoombs
MCP server for EVM MEV history, offering pay-per-call endpoints to check wallet…
44595
dewoller
A flexible MCP server that enables users to define and execute arbitrary comman…
N/A N/A 95
44596
christos
Zuplo Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
81
44597
OptimaiNetwork
Enables Web3-focused web searches via the OptimAI External Search API, providin…
44598
lucifer-ux
ContextCore Claim
A local-first MCP server that indexes all your local files (text, code, images,…
N/A N/A
44599
bearded-giant
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
44600
danielsimonjr
Enables interaction with Substack publications through natural conversation, al…
81
Showing 44551–44600 of 45235 servers
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