MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36201
cuongpo
neo-defi-mcp Claim
Swap tokens on the NEO blockchain with slippage and deadline controls. View bal…
— ○ ⏳ — N/A N/A — 95 —
36202
getvetai
vet Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
— ○ ⏳ — N/A N/A — — —
36203
mikeysrecipes
mcp-miro Claim
Connects to the MIRO Whiteboard Application, allowing board manipulation, stick…
— ○ ⏳ — — — — — —
36204
sheikkinen
ms-tts Claim
MCP server for text-to-speech synthesis using Azure Speech Services, supporting…
— ○ ⏳ — N/A N/A — — —
36205
anousss007
blatui Claim
shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blo…
— ○ ⏳ — — — — — —
36206
MS-Teja
glyphic Claim
Generate 18 diagram types from structured JSON natively. Built for LLMs and age…
— ○ ⏳ — N/A N/A — — —
36207
Happm3p
A FastAPI server that enables interaction with YouTube's data through search, v…
— ○ ⏳ — N/A N/A — 95 —
36208
shoaibjin27-spec
Enables managing Stitch design projects via natural language, including listing…
— ○ ⏳ — — — — — —
36209
Cicatriiz
TextToolkit Claim
A text transformation and formatting MCP server that provides common text manip…
— ○ ⏳ — N/A N/A — — —
36210
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
— ○ ⏳ — — — — — —
36211
JesKwek
BioOpenMCP Claim
BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and…
— ○ ⏳ — N/A N/A — — —
36212
HongjieRen
braintrust-lite Claim 1
An MCP server that enables Claude Code to concurrently consult Codex and Gemini…
— ○ ⏳ — N/A N/A — 95 —
36213
jude-stiel
nexudus-mcp Claim
Enables natural language booking and management of rooms in Nexudus coworking s…
— ○ ⏳ — N/A N/A — — —
36214
lazymac2x
Enables AI cost calculation, comparison, and optimization across major provider…
— ○ ⏳ — — — — — —
36215
Descomplicar-Marketing-e-Tecnologia
mcp-whatsms Claim
Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS,…
— ○ ⏳ — — — — — —
36216
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
— ○ ⏳ — — — — — —
36217
ctitoveanu
A hybrid pulmonary radiology diagnostic backend that provides MCP agent skills …
— ○ ⏳ — — — — — —
36218
AIops-tools
Proxy AIops Claim
Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 t…
— ○ ⏳ — N/A N/A — — —
36219
inkman97
A hardened Model Context Protocol server that exposes Bitbucket Data Center ope…
— ○ ⏳ — N/A N/A — 95 —
36220
Fish-Tacos
MCP commerce surface for compute credits, API keys, GPU instances, and cloud st…
— ○ ⏳ — — — — — —
36221
Provides 208+ tools for AI-native engineering intelligence via Allstacks API.
— ○ — N/A N/A — 81 —
36222
kassol
Memory MCP Claim
Personal memory service using semantic vector retrieval and knowledge graphs to…
— ○ ⏳ — — — — — —
36223
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
— ○ ⏳ — N/A N/A — 95 —
36224
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
— ○ ⏳ — N/A N/A — 95 —
36225
xiaobenyang-com
iconify-icon Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
— ○ ⏳ — N/A N/A — 95 —
36226
pipeworx-io
Bis Claim
BIS MCP — Bank for International Settlements statistics (no auth)
— ○ ⏳ — — — — — —
36227
rex
A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It p…
— ○ ⏳ — N/A N/A — — —
36228
ancienthu
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
— ○ ⏳ — N/A N/A — — —
36229
DIGIBIZ360-COM
beauty Claim
AI-native beauty ads, sponsored product discovery, and brand recommendations.
— ○ ⏳ — — — — — —
36230
FoundryNet
mint-mcp Claim
MINT Protocol — universal work attestation for autonomous agents. Cryptographic…
— ○ ⏳ — — — — 81 —
36231 — ○ ⏳ — N/A N/A — 95 —
36232
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
— ○ ⏳ — — — — 81 —
36233
Seif-Sameh
Kaggle-mcp Claim
MCP server for the Kaggle API: competitions, datasets, kernels, and models.
— ○ ⏳ — N/A N/A — — —
36234
rabbitcannon
An MCP server that connects AI assistants to the PixelLab pixel art generation …
— ○ ⏳ — — — — — —
36235
whisper-sec
WhisperGraph Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
— ○ ⏳ — — — — — —
36236
thebackpackdevorg
Turns any folder of Markdown files into a searchable, structured knowledge base…
— ○ ⏳ — N/A N/A — — —
36237
tatsunori-ono
A token-optimized documentation and Q&A registry for AI agents, providing dense…
— ○ ⏳ — — — — — —
36238
andrewnexys
EdgeFinder Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
— ○ ⏳ — — — — — —
36239
getreletter
Reletter Claim
Search and analyze 7M+ newsletters, issues, contacts, and chart rankings from R…
— ○ ⏳ — — — — — —
36240
joshuabryson
MCP server for searching, browsing, solving, and interpolating engineering equa…
— ○ ⏳ — N/A N/A — — —
36241
JRafael2023
Enables AI assistants to manage multiple WordPress sites, create and publish co…
— ○ ⏳ — — — — 81 —
36242
kingcos
fanfou-mcp Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
— ○ ⏳ — — — — — —
36243
TOPY-AI-LTD
Founders' AI CFO: cash and runway, month-end close, Stripe in QuickBooks, repor…
— ○ ⏳ — — — — — —
36244
CSOAI-ORG
markdown-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
36245
PostHog
A Model Context Protocol server that enables Claude Desktop users to interact d…
— ○ ⏳ — N/A N/A — 95 —
36246
lrn2codenow
Enables interaction with Intermedia Unite Voice API through authenticated REST …
— ○ ⏳ — — — — 81 —
36247
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
— ○ ⏳ — — — — 81 —
36248
mnot
webcal-mcp Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
— ○ ⏳ — N/A N/A — — —
36249
CSOAI-ORG
clipboard-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
36250
u9401066
Enables AI agents to perform structured root cause analysis from clinical incid…
— ○ ⏳ — N/A N/A — — —
Showing 36201–36250 of 69448 servers
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