MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42351
khesayed
Enables intelligent ecommerce tools for agents and applications, including prod…
42352
clearminds
MCP server for Dell OpenManage Enterprise that allows AI assistants to monitor …
42353
ontolocy
Augments an LLM with Ontolocy cyber graph capabilities, enabling natural langua…
N/A N/A
42354
barrymister
Provides AI assistants with structured access to metadata for 76+ AI models acr…
42355
universal-mcp
Enables interaction with Hashnode's tools and services through a unified API us…
42356
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
N/A N/A
42357
solatis
An MCP server that provides a flexible lens into directory structures and files…
N/A N/A
42358
mezallastudio
Connects AI assistants to Blender for controlling 3D modeling operations throug…
N/A N/A 95
42359
jmtrs
or-info Claim
Enables AI agents to query OpenRouter model information including prices, ELO r…
42360
fsans
MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
42361
varunjain-byte
Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…
81
42362
found402
Hallucination Detector — scores AI-generated output for hallucination risk. Det…
81
42363
cucinellclark
MCP server for querying BV-BRC biological data, submitting analysis jobs (assem…
42364
kynosure-ai
Free hosted MCP server for EU compliance, enabling search across 8 frameworks, …
42365
Chukwuebuka-2003
Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
81
42366
rishiatlan
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
N/A N/A 95
42367
vigil
cyberscanner Claim
N/A N/A 95
42368
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
42369
nanami-he
Petsonality Claim
An MBTI-powered terminal pet companion for Claude Code and OpenClaw.
N/A N/A
42370
Tampermonkey
MCP server to manage your Tampermonkey scripts
N/A N/A
42371
Aldrin-Joan
paperstack Claim
Enables arXiv paper search, PDF download, text extraction, and context chunking…
N/A N/A
42372
adrielisa
Provides tools to check weather information for any city and manage prospects i…
81
42373
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
42374
simonamsharp
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
81
42375
eliasstepanik
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
42376
nmassi
glyphs-mcp Claim
MCP bridge for AI-assisted type design in GlyphsApp. Lets Claude, Cursor, or an…
N/A N/A
42377
krystian-ai
Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for ge…
42378
mercy719
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
N/A N/A
42379
IceWreck
Enables privacy-respecting web, image, video, and news searches through SearxNG…
42380
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
42381
yakumo123118
mumuai Claim
N/A N/A 95
42382
kattatzu-resources
MCP Server Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
42383
coinranking
Coinranking Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
N/A N/A 95
42384
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
N/A N/A
42385
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
42386
yevheniikravchuk
Enables git repository operations through REST endpoints, providing access to r…
N/A N/A 95
42387
rawtreedb
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
42388
pipeworx-io
data-gov-sg Claim
Enables access to Singapore government open data and real-time environment/tran…
N/A N/A
42389
universal-mcp
Provides a standardized interface for interacting with WhatsApp's tools and ser…
42390
CKBrennan
Real-time news with tone analysis, brand safety, and narrative shift signals fo…
N/A N/A
42391
autonsol
recall-mcp Claim
Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…
N/A N/A
42392
BrandCast-Signage
Enables management of Cozi Family Organizer shopping lists and todo lists throu…
81
42393
wakiwaki99
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
81
42394
Lone-Star-AI
Provides Claude Desktop with persistent memory across sessions, storing up to 1…
N/A N/A 95
42395
NimbleBrainInc
Enables communication through Twilio's API including sending SMS/WhatsApp messa…
81
42396
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
N/A N/A
42397
mihir-kanzariya
openowl Claim
An MCP server that gives any AI assistant eyes and hands on your desktop — scre…
N/A N/A
42398
fastmcp-me
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
42399
BrianDeacon
An MCP server for Azure development and operations, enabling Cosmos DB queries,…
42400
kurcontko
Mnemotree Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
Showing 42351–42400 of 43430 servers
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