MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
gnlds
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
35952
cornelcroi
Enables AI assistants to save, search, and manage bookmarks with semantic searc…
35953
browserkit-dev
browserkit Claim
An open-source framework for building site-specific MCP servers that run over r…
N/A N/A
35954
bekumar12
my-mcpserver Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
N/A N/A
35955
GTCC777
pulsenetwork Claim
825 paid intelligence endpoints in one MCP server — agents pay per query via x4…
35956
EzzySoft
mcp-surveys Claim
Public MCP server for agent-created, human-friendly, short-lived surveys. Enabl…
35957
dns-aid
dns-aid Claim
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
N/A N/A 95
35958
honwee
Enables AI tools to manage SSH connections, execute commands, transfer files, a…
N/A N/A
35959
NoBanks
trane-mcp Claim
Provides AI agents with read access to Trane Tracer SC+ building automation sys…
35960
lmno100
onramperx Claim
Non-custodial value router: ranked fiat/crypto & cross-chain routes, swaps, onr…
35961
abhijeet-dhumal
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
35962
Younghef
nutriref Claim
Pay-per-call USDA nutrition for AI agents (x402 micropayments in USDC on Base).
N/A N/A
35963
sgateway
A local stdio MCP server that enables coding agents to discover credential hand…
N/A N/A
35964
ringo380
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
35965
DeamonDev888
MCP-Serveur Claim
A modular and extensible MCP server for managing synchronous and asynchronous t…
35966
BusyBee3333
Provides 50+ tools for interacting with Rippling's HR platform, including emplo…
35967
Yiivgeny
Barcode Hub Claim
Enables barcode decoding from URLs, uploaded files, or raw bytes via HTTP and M…
35968
codespar
mcp-circle Claim 1
MCP server for Circle — USDC payments, wallets, payouts, transfers
N/A N/A 83
35969
nobitalqs
A fully modular RAG system with MCP protocol integration, enabling hybrid retri…
35970
artem-amplemarket
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
81
35971
jagduvi1
Public wine registry and guides: search wines, grapes, regions, appellations. N…
35972
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
N/A N/A
35973
thebtf
Enables AI coding agents to debug .NET applications with breakpoints, stepping,…
N/A N/A
35974
dazeb
Enables searching and retrieving images from Wikipedia Commons with detailed me…
35975
arroz4
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
35976
jmvigueras
MCP server for managing Fortinet FortiCNAPP via AI agents, enabling vulnerabili…
35977
kuibin-dev
hsk-mcp Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
81
35978
UnbearableDev
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
35979
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
35980
bugatti742
Enables chemical reaction predictions (retrosynthesis, product, reagents), mole…
N/A N/A
35981
akbaraziz
conduitAI Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A 83
35982
cyanheads
Domain registration, availability, DNS records, and IP/ASN resolution via RDAP …
N/A N/A
35983
AnChainAI
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
35984
zkjon
mcp-wheather Claim
Provides real-time weather information for any location using the Open-Meteo AP…
35985
dgtalquantumleap-ai
WhatsApp booking, staff coordination, and invoice recovery for services.
N/A N/A 81
35986
CKE-Proto
solve-it Claim
MCP server that provides programmatic access to the SOLVE-IT digital forensics …
N/A N/A
35987
globalsearchdata
Free — no API key required. Enrich by domain or name. Country, contacts, social…
35988
Baho73
Enables AI assistants to interact with Matrix, the open decentralized communica…
35989
robino16
codeembed Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
N/A N/A
35990
BulbuLbul86
Provides local cross-session memory for Codex by importing transcripts, indexin…
N/A N/A
35991
aparajithn
Live OpenAPI runtime proxy that enables calling any REST API from MCP clients w…
N/A N/A
35992
smaniches
Integrates AlphaFold DB and eight other biomedical data sources into MCP tools …
35993
bluewms
Enables AI assistants to query and operate Dingjie ERP system via natural langu…
35994
MichaelEnny
Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…
N/A N/A
35995
ShaikHafiz-1
Integrates healthcare data from multiple sources (HL7 v2, FHIR, DICOM, device t…
35996
Grinv
MyAnimeList MCP server: Jikan-powered reads plus official MAL personal-list man…
N/A N/A
35997
supra126
Taiwan statutory payroll: labor & health insurance, labor pension, 2nd-gen NHI …
35998
yyy188
Enables LLM clients to semantically search and query metadata within Jama requi…
N/A N/A
35999
globodai-group
A lightweight MCP server for client relationship management, enabling client tr…
N/A N/A
36000
Connected-Paths
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
Showing 35951–36000 of 64636 servers
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