MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62601
MDX-0003
Acts as a middleware for the Unreal Engine 5.8 editor, serving as an MCP Server…
N/A N/A
62602
fmangot
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
81
62603
Enhanced Linux filesystem access with symlinks, permissions, and chmod support
N/A N/A 81
62604
bischoff99
Enables comprehensive shipping and order management through EasyPost and Veeqo …
81
62605
icosaedro-git
ToolSnap MCP Claim
Deterministic AI agent microtools, no accounts/API keys. fetch_extract: 98% tok…
62606
qrak
MCP server for Telegram integration with Command Code, enabling AI agents to se…
62607
wpfyorg
A Model Context Protocol server that exposes SFTP file operations as tools, inc…
N/A N/A
62608
megabytefisher
mcp-wrap Claim
Wraps another MCP server to allow lifecycle management (start/stop/restart) and…
N/A N/A
62609
nikhonit
REST API and MCP server for Zillow property data: Zestimates, rent estimates, t…
62610
Akerdogmus
Enables AI assistants to control Blender 3D modeling and rendering through natu…
N/A N/A
62611
weirdmachine64
Enables running Kali Linux security tools and commands in a containerized envir…
N/A N/A
62612
chukui0202
test Claim
N/A N/A 95
62613
dmae97
oh-my-kimi Claim
Verified agent runtime for Kimi Code. Stable daily-use core with alpha orchestr…
N/A N/A
62614
Reka0rt
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
62615
yk-lab
Caches Figma file data locally and provides an MCP server for AI agents to sear…
62616
letuhao
Self-hosted web search and page fetch service using SearXNG metasearch and Scra…
62617
wikicious
Connects MCP-compatible AI assistants to the Wikicious V6 protocol on Arbitrum …
N/A N/A
62618
cartorio-criciuma
MCP server para gerenciamento de certidoes de cartorio via IA.
N/A N/A 81
62619
Workforce-Cloud-Tech
Enables AI tools like Claude and Codex to access and manage Recruit CRM data in…
N/A N/A
62620
ssimonsen0202
berserk-mcp Claim
Enables LLMs to answer Berserk observability questions by calling verified KQL …
N/A N/A
62621
ssatanis
Claidex MCP Claim
Biomedical failure intelligence platform for terminated trials and translationa…
62622
mangobanaani
Fetches and parses METAR/TAF aviation weather data from NOAA with caching and h…
N/A N/A
62623
ramaibrm
Provides tools for AI assistants to access Amanahfy APIs, enabling campaign det…
62624
Motasaith
Enables image upscaling, face enhancement, and background removal via public im…
N/A N/A
62625
dicoy
sqlens-mcp Claim
Provides Claude with read-only access to local development databases (Postgres,…
62626
dvcrn
Enables AI tools like Cline to manage Linear issues, projects, and teams via th…
62627
Strand-AI
MCP server for controlling Figma Slides — create, edit, and screenshot slides f…
N/A N/A
62628
pipeworx-io
St. Louis County GIS — St. Louis County, Missouri open geospatial data (ArcGIS)…
62629
pipeworx-io
Enables AI agents to search and query Lee County GIS open geospatial datasets (…
62630
ethanfel
Enables an external coding agent to exchange text and images with ComfyUI workf…
62631
scotia1973-bot
One-line x402 + Stripe payment middleware for MCP servers. The Stripe for the a…
N/A N/A
62632
dkeeno
Enables comprehensive GitHub operations including repository management, push, …
N/A N/A
62633
slaughters85j
A persistent memory system for Claude using LanceDB, enabling semantic search, …
N/A N/A
62634
kyw1419
coptest Claim
N/A N/A 95
62635
Floryvibla
Enables WhatsApp messaging and management through the Evolution API, supporting…
62636
MineJPGcraft
Expert MCP Claim
Enables AI models to consult a configured advanced model (e.g., GPT-5.5, Claude…
62637
TuShArBhArDwA
Enables searching for a keyword within a text file using Model Context Protocol…
N/A N/A
62638
dianyxx
Generates structured Chinese Markdown briefs on mining topics by orchestrating …
62639
mcpnexus-registry
Enables interaction with a CockroachDB instance, providing database schema reso…
N/A N/A
62640
GeObts
Enables AI agents to perform Lido staking operations (stake, unstake, wrap, unw…
62641
anitaguptaoffice
pob-mcp Claim
MCP server for Path of Building that enables querying and managing PoB builds a…
62642
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
62643
smaniches
uniprot-mcp Claim
Auditable UniProt MCP server with per-query SHA-256 provenance and offline repl…
62644
168moons
A template for running Model Context Protocol servers on Vercel with Redis supp…
N/A N/A 95
62645
bestimmaa
MCP server for printing POS receipts via CUPS printers, supporting a two-step c…
62646
MankowskiNick
JIRA MCP Claim
A Model Context Protocol server for integrating JIRA with Claude, enabling AI a…
62647
mr-exitgames
Salt Bridge Claim
An MCP server that gives an agent full cross-VM management of a Qubes OS system…
N/A N/A
62648
hivemine-ai
Hive Claim
Open-source MCP server for collaborative AI agents, providing a shared mailbox,…
N/A N/A
62649
Heman10x-NGU
Analyzes startup ideas against 6 sources (GitHub, HN, npm, PyPI, Google, Reddit…
62650
ScienceLiveHub
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
Showing 62601–62650 of 66455 servers