MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34036
Scored
→
2112
Verified
→
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38401
yzonur
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
— ○ ⏳ — — — — — —
38402
kriwet8
A step-by-step workshop for building an MCP server that provides weather tools …
— ○ ⏳ — — — — — —
38403
gvnrdev
Gvnr Claim
Budget & cost control for AI agents — per-agent spend caps + rate limits before…
— ○ ⏳ — — — — — —
38404
aniongithub
Manage dev container environments via MCP (Docker, DevPod, Codespaces).
— ○ ⏳ — N/A N/A — — —
38405
aitools420
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
— ○ ⏳ — N/A N/A — — —
38406
cmaalto03
Enables LLMs to manage student records through natural language by wrapping a s…
— ○ ⏳ — N/A N/A — — —
38407
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
— ○ ⏳ — N/A N/A — 95 —
38408 — ○ ⏳ — N/A N/A — 95 —
38409
Yash-synergy
A simple MCP server that provides basic calculator operations such as add, subt…
— ○ ⏳ — N/A N/A — — —
38410
tahasiddiquii
agent-memory Claim
Provides long-term memory for AI agents with per-user scoped recall, ranking by…
— ○ ⏳ — N/A N/A — — —
38411
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
— ○ ⏳ — N/A N/A — 95 —
38412
bleep-team
Bleep Claim
Create Tasks and run Workflows in Bleep from Claude, ChatGPT, and other AI assi…
— ○ ⏳ — — — — — —
38413
azmodeh
zt Claim
— ○ ⏳ — N/A N/A — 95 —
38414
julehalim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
— ○ ⏳ — N/A N/A — 95 —
38415
JMLEE850623
MCP server for TalkToPlanB: list rooms, read & send messages (WhatsApp alternat…
— ○ ⏳ — N/A N/A — — —
38416
AlephantAI
alephant-mcp Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
— ○ ⏳ — N/A N/A — — —
38417
gianevag
A self-hosted MCP server for storing, searching, and querying meeting notes wit…
— ○ ⏳ — — — — — —
38418
axc9000
An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…
— ○ ⏳ — — — — — —
38419
clawdbrunner
Self-hosted service providing unified memory search and write operations across…
— ○ ⏳ — N/A N/A — — —
38420
nyx-builds
Enables agents to generate, track, and manage invoices via MCP tools, with CLI …
— ○ ⏳ — N/A N/A — — —
38421
Rakesh1002
reposcout Claim
Discover, enrich, and rank GitHub repos for an objective with weighted, evidenc…
— ○ ⏳ — N/A N/A — — —
38422
Willyfab
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
— ○ ⏳ — — — — — —
38423
mcccsm
Enables AI agents to discover x402 payment services and query on-chain-verified…
— ○ ⏳ — — — — — —
38424
ChiragBachani
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGEN…
— ○ ⏳ — N/A N/A — — —
38425
AppVisionOS
Apple Ads (formerly Apple Search Ads) Campaign Management API v5 with **1:1 end…
— ○ ⏳ — — — — — —
38426
kitfunso
Luminus Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
— ○ ⏳ — N/A N/A — — —
38427
WANehan923
Enables AI assistants to chat about Nehan Chandira's CV and send email notifica…
— ○ ⏳ — — — — — —
38428
Ultr0nX
SkillOps MCP Claim
An AI-powered MCP server for EdTech teams that automates support triage, re-eng…
— ○ ⏳ — N/A N/A — — —
38429
kavingas
Enables fetching current temperature for any city using the Open-Meteo API, req…
— ○ ⏳ — — — — — —
38430
wpfyorg
A Model Context Protocol server that exposes SFTP file operations as tools, inc…
— ○ ⏳ — N/A N/A — — —
38431
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, 7 κ-bands, and 6 fold operation…
— ○ ⏳ — — — — — —
38432
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
— ○ ⏳ — — — — — —
38433
mblakebaugh-hub
bluebeam-mcp Claim
MCP server that exposes Bluebeam Revu 21 to Claude for PDF markup, document man…
— ○ ⏳ — N/A N/A — — —
38434
atmark-ai
Atmark Claim
Email for AI agents: its own address, not your Gmail. Invite-only; requires an …
— ○ ⏳ — — — — — —
38435
Totally-Harmless
DingusMail Claim
MCP server for parsing .eml email files, extracting metadata, content, and atta…
— ○ ⏳ — N/A N/A — — —
38436
charlesdove977
MCP server for Google Gemini image generation with configurable model support, …
— ○ ⏳ — N/A N/A — — —
38437 — ○ ⏳ — N/A N/A — 95 —
38438
vinkius-labs
mcpfusion Claim
MCP Fusion - The TypeScript framework for secure MCP servers.
— ○ ⏳ — N/A N/A — 95 —
38439
david-choi-querypie
david-mcp6 Claim
— ○ ⏳ — N/A N/A — 95 —
38440
jbwinters
Enables Claude to control tmux sessions, manage windows and panes, and search/e…
— ○ ⏳ — N/A N/A — — —
38441
Kotrotsos
Memento Claim
A persistent memory MCP server for AI assistants, storing and retrieving notes …
— ○ ⏳ — N/A N/A — — —
38442
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
— ○ ⏳ — N/A N/A — 95 —
38443
knowingdoing
Enables Codex to interact with Google NotebookLM, allowing it to list notebooks…
— ○ ⏳ — N/A N/A — — —
38444
thanhphat2609
A read-only MCP server that enables AI agents to explore database schemas and e…
— ○ ⏳ — — — — — —
38445
dgenio
MCP context gateway that fronts your upstream MCP server(s): the model sees a b…
— ○ ⏳ — N/A N/A — — —
38446
ywatanabe1989
Enables Claude Code to act as an autonomous Telegram agent with tools for reply…
— ○ ⏳ — N/A N/A — — —
38447
davidmosiah
WHOOP MCP Claim
Privacy-first, unofficial WHOOP MCP server for AI health, sleep, recovery, and …
— ○ ⏳ — N/A N/A — — —
38448
userlite
Intelligent routing service that selects optimal AI models based on capability …
— ○ ⏳ — N/A N/A — 95 —
38449
legalithm
Legalithm Claim
EU AI Act compliance in your editor.Classify risk, cite obligations, draft Arti…
— ○ ⏳ — N/A N/A — — —
38450
carlosgutierrezch
Enables querying, exploring, and interacting with Azure SQL databases through M…
— ○ ⏳ — N/A N/A — — —
Showing 38401–38450 of 69400 servers
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