MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45801
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
N/A N/A
45802
Zfinix
MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
45803
dkeeno
Enables generating, validating, planning, and applying Terraform configurations…
N/A N/A
45804
QuantGeekDev
Demonstrates elicitations for collecting structured user input interactively ac…
45805
askads
VK Ads MCP Claim
MCP server for VK Ads API: manage ad plans, ad groups, banners, and statistics.
45806
jwcraig
MCP server for Google's Gemini CLI with OAuth, enabling use of Gemini through C…
N/A N/A
45807
egn88
Refactor MCP Claim
A Model Context Protocol (MCP) server for automated refactoring of Java and Typ…
N/A N/A
45808
PasanIS
Enables interaction with a restaurant FastAPI backend for menu management, orde…
45809
JoaoCarabetta
This MCP server provides AI-optimized access to Brazil's largest open data plat…
45810
TCATools
Enables starting code analysis and obtaining code analysis reports via the MCP …
81
45811
junter1989k-ai
Malaysia LHDN MyInvois: AI agents submit, query and cancel e-invoices, stateles…
45812
fsans
Provides AI agents with direct access to FileMaker databases through the FileMa…
45813
cyanheads
Query FEMA disaster declarations, public assistance grants, housing aid, and NF…
45814
Jefftree
k8s-dev-mcp Claim
Provides AI assistants with tools to access Kubernetes enhancement proposals (K…
N/A N/A
45815
ritheshr21
Tracks commitments (promises made in conversations) and provides tools to add, …
N/A N/A 95
45816 81
45817
cordlesssteve
Enables comprehensive search and analysis of Claude Code conversation history u…
81
45818
danishashko
Geocoding Claim
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nom…
N/A N/A
45819
SohriCarryU
A privacy-first MCP server that converts messy multi-turn conversations into st…
N/A N/A
45820
thoraxe
Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShif…
45821
Kirchlive
Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federat…
N/A N/A
45822
samdoran
Enables running commands over SSH on remote Linux hosts, with logging and stand…
N/A N/A
45823
bsmi021
Fetches metadata and README documentation for NPM packages, with local caching …
45824
Baneado98
Scans bank statements for zombie subscriptions and drafts cancellation, renegot…
45825
Gamecrazy
A TypeScript MCP server that lets ChatGPT and other MCP clients read and safely…
45826
tch1001
jarbobo Claim
Enables LLMs to draw interactive diagrams (architecture, sequence, class) insid…
N/A N/A
45827
soundwaverohit
An MCP server for autonomous quantum computing research that searches arXiv, in…
N/A N/A
45828
Humotica
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
45829
hezeclark
devkits Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
N/A N/A 95
45830
McCullonas
MCP server for querying Dutch railway data via the NS API, with planned tools f…
N/A N/A
45831
socialityio
Social media analytics, post insights, and competitor benchmarking for AI agent…
45832
rkratky
An MCP server that provides AI clients with access to developer documentation v…
45833
vinaybhosle
Ocean container shipping intelligence for AI agents. 24 MCP tools covering: - …
81
45834
ExactPDF Claim 1
Agent-facing PDF API: merge, split, rotate, compress, images, metadata, text, a…
N/A N/A 81
45835
srishtivverma
allai Claim
N/A N/A 95
45836
cmcintosh
Enables management of Cvent events, registrations, attendees, sessions, contact…
45837
perception30
Enables AI assistants to connect to browser DevTools and backend debuggers for …
N/A N/A
45838
pete-builds
mcp-unifi Claim
An MCP server for self-hosted UniFi gateway management, providing tools for dev…
45839
conversionapi
EnConvert Claim
Unified web ingestion for AI agents: perceive, discover, search, extract, inges…
N/A N/A
45840
CSOAI-ORG
AI-powered deepfake detector MCP server for agents. Supports detect deepfake, a…
N/A N/A
45841
MakeaMouse
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Oll…
N/A N/A
45842
madebyshun
Pay-per-use AI security and research tools for autonomous agents on Base, enabl…
45843
Gcluowenqiang
A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…
45844
barkoszloy
tg-id-mcp Claim
MCP server for Telegram user/chat lookup with datacenter detection and account …
45845
pipeworx-io
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
45846
JeremyVyska
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
N/A N/A
45847
jinyoung
Enables AI assistants to create isolated Kubernetes Pod sessions for real-time …
45848
kin5
Enables access to USDA NASS agricultural statistics data through natural langua…
45849
Black-Swan-Causal-Labs
Causal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validate…
45850
CSOAI-ORG
legal-document-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 45801–45850 of 66518 servers
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