MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36051
riccardosecchi
gem-mcp Claim
An autonomous MCP server for AI-powered software generation using Gemini and Gr…
N/A N/A
36052
FaustasRi
Hunch Claim
MCP server that exposes Kalshi prediction markets as tools for AI agents, enabl…
36053
jradm87
lumberjack Claim
N/A N/A 95
36054
jonybur-oc
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
36055
pipeworx-io
dbnomics Claim
Enables querying economic statistics from over 80 providers via DBnomics, with …
36056
ai-engineer-devansh-singh
Stream MCP Claim
Enables deployment of MCP servers over HTTP, providing ready-to-use tools for t…
N/A N/A
36057
dtjohnson83
Query OSHA safety standards (29 CFR 1910 & 1926) with plain-English summaries. …
N/A N/A 95
36058
quiint
An MCP server that bridges to the Context7 API, enabling querying documentation…
36059
ByronAP
Enables AI agents to learn from their work by recording tasks, extracting patte…
N/A N/A
36060
LuciferDono
An intelligent MCP server for Google Stitch that generates production-ready UI …
36061
gnlds
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
36062
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
36063
browserkit-dev
browserkit Claim
An open-source framework for building site-specific MCP servers that run over r…
N/A N/A
36064
bekumar12
my-mcpserver Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
N/A N/A
36065
GTCC777
pulsenetwork Claim
825 paid intelligence endpoints in one MCP server — agents pay per query via x4…
36066
EzzySoft
mcp-surveys Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
36067
dns-aid
dns-aid Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
N/A N/A 95
36068
honwee
Enables AI tools to manage SSH connections, execute commands, transfer files, a…
N/A N/A
36069
NoBanks
trane-mcp Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
36070
lmno100
onramperx Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
36071
abhijeet-dhumal
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
36072
Younghef
nutriref Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
N/A N/A
36073
sgateway
A local stdio MCP server that enables coding agents to discover credential hand…
N/A N/A
36074
ringo380
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
36075
DeamonDev888
MCP-Serveur Claim
A modular and extensible MCP server for managing synchronous and asynchronous t…
36076
BusyBee3333
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
36077
Yiivgeny
Barcode Hub Claim
Enables barcode decoding from URLs, uploaded files, or raw bytes via HTTP and M…
36078
codespar
mcp-circle Claim 1
MCP server for Circle — USDC payments, wallets, payouts, transfers
N/A N/A 83
36079
nobitalqs
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
36080
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
36081
jagduvi1
Public wine registry and guides: search wines, grapes, regions, appellations. N…
36082
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
N/A N/A
36083
thebtf
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
N/A N/A
36084
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
36085
arroz4
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
36086
jmvigueras
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
36087
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
36088
UnbearableDev
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
36089
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
36090
bugatti742
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
N/A N/A
36091
akbaraziz
conduitAI Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A 83
36092
cyanheads
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
N/A N/A
36093
AnChainAI
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
36094
zkjon
mcp-wheather Claim
Provides real-time weather information for any location using the Open-Meteo AP…
36095
dgtalquantumleap-ai
WhatsApp booking, staff coordination, and invoice recovery for services.
N/A N/A 81
36096
CKE-Proto
solve-it Claim
MCP server that provides programmatic access to the SOLVE-IT digital forensics …
N/A N/A
36097
globalsearchdata
Free — no API key required. Enrich by domain or name. Country, contacts, social…
36098
Baho73
Enables AI assistants to interact with Matrix, the open decentralized communica…
36099
robino16
codeembed Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
N/A N/A
36100
BulbuLbul86
Provides local cross-session memory for Codex by importing transcripts, indexin…
N/A N/A
Showing 36051–36100 of 64636 servers
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