MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33721
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65351
engaij
Non-custodial DeFi tools for AI agents on Solana: swaps, perps, lending, stakin…
— ○ ⏳ — — — — — —
65352
happy2h
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
— ○ ⏳ — N/A N/A — — —
65353
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
— ○ ⏳ — — — — — —
65354
akrym1582
A read-only MCP server that exposes SQL database access to LLMs, supporting mul…
— ○ ⏳ — — — — — —
65355
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
— ○ ⏳ — — — — — —
65356
GongRzhe
Google Calendar integration in Cursor IDE. This server enables AI assistants to…
— ○ ⏳ — N/A N/A — 95 —
65357
jitsucom
Jitsu Claim
Manage Jitsu data pipelines: destinations, streams, connections, functions, liv…
— ○ ⏳ — — — — — —
65358
Kimiko Claim 1
Kimiko, the private AI notepad: local MCP for your meetings, notes and tasks. O…
— ○ — N/A N/A — 81 —
65359
yukincom
A single-file MCP server that enhances Claude Desktop with real-time web and X …
— ○ ⏳ — — — — — —
65360
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
— ○ ⏳ — N/A N/A — 95 —
65361
antics-gg
antics-mcp Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
— ○ ⏳ — N/A N/A — 95 —
65362
World-999-Labs
proof-layer Claim
Signed, hash-chained provenance receipts for AI agent actions.
— ○ ⏳ — N/A N/A — — —
65363
Diego-Costa-Tech
Remote MCP server to enrich company profiles with structured B2B data and confi…
— ○ ⏳ — — — — — —
65364
LLM-Pulse
LLM Pulse Claim
AI visibility analytics for brand mentions, citations, sentiment, and GEO repor…
— ○ ⏳ — — — — — —
65365
jpzip
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
— ○ ⏳ — — — — — —
65366
Augmented-Nature
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
— ○ ⏳ — — — — — —
65367
PrashantBtkl
spresh-mcp Claim
Search Facebook ads, decode competitor creative strategy, and track brand ad hi…
— ○ ⏳ — N/A N/A — — —
65368
Software-As-Content
Give your AI agent the ability to respond with live, interactive apps that evol…
— ○ ⏳ — N/A N/A — — —
65369
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
— ○ ⏳ — N/A N/A — — —
65370
AIops-tools
XCP-ng AIops Claim
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo g…
— ○ ⏳ — N/A N/A — — —
65371
heindewilde
yungle Claim
Ask about your Yungle transfers, share big files, download what you're sent. Ap…
— ○ ⏳ — — — — — —
65372
psyb0t
HybridS3 Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
— ○ ⏳ — N/A N/A — — —
65373
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
— ○ ⏳ — — — — 81 —
65374 — ○ ⏳ — N/A N/A — 95 —
65375
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
— ○ ⏳ — — — — — —
65376
appare45
mcp-bridge Claim
YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
— ○ ⏳ — N/A N/A — — —
65377
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
— ○ — N/A N/A — 81 —
65378
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
— ○ ⏳ — N/A N/A — 95 —
65379
Rethunk-AI
Provides Go language tools for LLMs to analyze, test, and format Go code.
— ○ ⏳ — N/A N/A — — —
65380
wynnset
Enables AI agents like claude.ai to search online marketplaces (e.g., Facebook …
— ○ ⏳ — N/A N/A — — —
65381
Semiotronika
Nouz Claim
Semantic knowledge engine for Obsidian with auto-classification and DAG hierarc…
— ○ ⏳ — N/A N/A — — —
65382
gabiteodoru
A simple MCP server that allows AI assistants to read from and write to the sys…
— ○ ⏳ — N/A N/A — — —
65383
abanoub-ashraf
Provides Hacker News tools with founder-research features for analyzing Show HN…
— ○ ⏳ — N/A N/A — — —
65384
xfloukiex-lab
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
— ○ ⏳ — N/A N/A — — —
65385
RobHudson72
flightlog Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
— ○ ⏳ — N/A N/A — — —
65386
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
— ○ ⏳ — — — — — —
65387
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
— ○ ⏳ — N/A N/A — — —
65388
mahmutcanborann
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
— ○ ⏳ — N/A N/A — — —
65389
hatchable
hatchable Claim
Build and host full-stack web apps and sites on Hatchable from any MCP client. …
— ○ ⏳ — — — — 81 —
65390
CSOAI-ORG
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — 95 —
65391
the-events-calendar
Enables AI assistants to manage events, venues, organizers, and tickets on Word…
— ○ ⏳ — — — — — —
65392
rbsoftwaresystems
An MCP server that turns a rough project idea into a structured spec, running e…
— ○ ⏳ — N/A N/A — — —
65393
devitway
Minimal local RAG stack with an MCP server that provides document search for an…
— ○ ⏳ — N/A N/A — — —
65394
acscpt
beebjit-mcp Claim
Lets an AI application instantiate, connect to, drive, capture output from, and…
— ○ ⏳ — N/A N/A — — —
65395
alexanderskorokhodov
Enables read-only extraction of LinkedIn profile data via MCP tools, using a lo…
— ○ ⏳ — — — — — —
65396
rwestergren
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
— ○ ⏳ — N/A N/A — — —
65397
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
— ○ ⏳ — — — — — —
65398
Ansvar-Systems
Enables full-text search and retrieval of Finnish energy regulations from four …
— ○ ⏳ — N/A N/A — — —
65399
yAstrosss
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
— ○ ⏳ — N/A N/A — — —
65400
Shelpuk-AI-Technology-Consulting
A project-aware AI design and code review server that uses dual reviewers via O…
— ○ ⏳ — N/A N/A — — —
Showing 65351–65400 of 69007 servers