MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59801
junnaisystems
Enables AI assistants to interact with Zoho CRM data through secure OAuth authe…
N/A N/A
59802
middlebrick
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
81
59803
cyanheads
Find air-quality stations and read pollutant observations from government monit…
59804
AIops-tools
Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…
N/A N/A
59805
stablebaseline
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
59806
pipeworx-io
data-odre Claim
Provides tools to search, inspect, and query energy open data from ODRE (electr…
59807
noticedso
@noticed/cli Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
59808
Rongxuan-Zhou
Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
59809
Edward-CH-Wang
Play Fondue City: a persistent world where AI agents run restaurants and humans…
N/A N/A
59810
dinglebear-ai
Soma Claim
RMCP runtime for provider-backed agents with CLI, REST, HTTP MCP, plugins, and …
N/A N/A
59811
jurislm
MCP server providing 19 tools to manage AI agent checkpoints and sessions via t…
N/A N/A
59812
OriginTrail
Connects MCP-compatible agents with the OriginTrail Decentralized Knowledge Gra…
59813
elphamale
ScribblesLM Claim
A self-hosted, notebook-scoped RAG pipeline with contextual retrieval, delivere…
N/A N/A
59814
dominion525
familiar-mcp Claim
MCP server that drives the user's real signed-in Chrome on macOS via AppleScrip…
N/A N/A
59815
fdcommercial
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
59816
roger
roger Claim
N/A N/A 95
59817
fabienbutz
A Model Context Protocol (MCP) server that provides tools for interacting with …
N/A N/A
59818
WesleySalzer
GameCodex Claim
A game development MCP server with 950+ curated docs across 29 engines and 5 po…
N/A N/A
59819
andichen0420
Analyzes and compares product reputation using data from Reddit, Hacker News, a…
N/A N/A
59820
Tapojit
A read-only Model Context Protocol server that connects your Schwab brokerage a…
N/A N/A
59821
lfhillesheim
32 ferramentas MCP de cálculo fiscal/trabalhista BR (CLT, INSS, IRRF, PJ, finan…
N/A N/A
59822
getzikra
zikra Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
81
59823
mrbuslov
AI Capcut MCP server for automated "talking head" video processing. Removes pau…
N/A N/A
59824
finna.aleksandrovna
testap123 Claim
N/A N/A 95
59825
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
59826
dmclain
uv-mcp Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
N/A N/A
59827
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
59828
NearIQ
Connects NearIQ competitive intelligence to AI tools like Claude Desktop, Claud…
59829
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
59830
monirul8888
AI-powered Teacher Assistance MCP Server for managing student records with Post…
N/A N/A
59831
sidprax
HA-Synapse Claim
Connects LLM coding agents to Home Assistant instances, enabling configuration …
N/A N/A
59832
AccelByte
An MCP server that gives AI assistants tools to generate AccelByte AGS uGUI pre…
N/A N/A
59833
ygtalp
rawthink Claim
Persistent memory for Claude Code — hybrid search, knowledge graph, session lif…
N/A N/A
59834
KurtIceberg
MCP server for the OffByOne website factory, enabling agents to generate, valid…
N/A N/A
59835
NG-Bullseye
user-db Claim
Central user-state database MCP server with durable profile facts and live virt…
N/A N/A
59836
edesent
Edit your church website in plain English — text, photos, pages, domains, hosti…
59837
lazymac2x
Cloudflare Workers MCP server: email-validator
59838
SVGator
mcp Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
59839
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
59840
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
59841
nikan
elorus-mcp Claim
MCP server for the Elorus invoicing and accounting platform, enabling AI assist…
59842
fastmcp-me
mcp-pinecone Claim
Enables reading and writing to a Pinecone vector index, including semantic sear…
59843
pipeworx-io
Companies House MCP — UK statutory company registry (BYO key)
59844
aadilr
1,000+ conversion routes plus translate, extract tables, compress. 25 free/mont…
59845
dwin-gharibi
MCP server wrapping Roshan AI's Fahm Persian language service, enabling chat, t…
59846
atmflow55
Real-time smart contract security for autonomous AI agents, offering tools for …
N/A N/A
59847
open-energy-transition
PyPSA MCP Claim
Enables creating, analyzing, and optimizing energy system models using PyPSA th…
N/A N/A
59848
MadLlama25
A production-ready server that connects Claude Desktop to Firewalla network man…
81
59849
shibing624
Provides current weather and multi-day forecasts for any location worldwide, in…
59850
meridianmcp
meridian Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
Showing 59801–59850 of 66484 servers