MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53901
mariomosca
Enables tracking hydration, analyzing water intake patterns, and managing Hidra…
N/A N/A
53902
3esign
psychosynth Claim
Psychometric data marketplace: Big Five profiles, cognitive biases & behavioral…
N/A N/A
53903
TopoLift
Atom-grounded negotiation reasoning. Typed topology slot, inline citations, pub…
N/A N/A
53904
traderalvin1
Enables AI agents to interact with the Polymarket prediction market platform to…
81
53905
eliotswank
json-sanity Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
81
53906
dariastupakova-svg
MCP server for managing AppLovin/Axon campaigns, including reporting, creative …
53907
borghei
338 AI skills across 16 domains. PM is the deepest (66 skills — discovery, exec…
N/A N/A 95 HT
53908
CSOAI-ORG
hr-management-ai-mcp MCP server by MEOK AI Labs
N/A N/A
53909
Find verified appliance repair, HVAC, and plumbing technicians by location and …
N/A N/A 81
53910
maximusrufus
medigami Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
N/A N/A 95
53911
bdentech
ChiefLab Claim
Open execution contract for agents doing business work. 6 operators, one MIT-li…
53912
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
N/A N/A 95
53913
Sachin-crypto
Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
N/A N/A
53914
Anaagh05
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
N/A N/A
53915
simonsavoca
mcp-cowork Claim
A remote MCP server with OAuth and passphrase protection, providing a wide rang…
53916
EquateItAu
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
53917
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
81
53918
OdinBot33
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
N/A N/A 95
53919
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
53920
Notecase
Access your notes, tasks, and learning plans from Noteshell through this MCP se…
53921
StormAxis
storms Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
N/A N/A 95
53922
SureshKhemka
Policy-as-code guardrails for AI coding agents, validated via OPA, Conftest, Ch…
N/A N/A
53923
HrishiKabra
voting-mcp Claim
Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as M…
N/A N/A
53924
silolis
An MCP server that gives Claude access to your Garmin Connect fitness and healt…
N/A N/A
53925
pipeworx-io
mcp-uniprot Claim
Provides access to UniProt protein sequence and function knowledge base, enabli…
53926
xhelas
metadata Claim
N/A N/A 95
53927
dwixom
cadence Claim
Send RCS messages from your agent and get typed replies. Automatic SMS fallback.
N/A N/A
53928
josephibra
Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
53929
chenkumi
High-privilege PostgreSQL admin MCP server for database and role/grant manageme…
53930
Coaspe
SAP ABAP MCP Claim
Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…
N/A N/A
53931
camerhann
Enables management of Google Drive files, Docs, Sheets, and Slides through natu…
N/A N/A
53932
atfinke
MCP server for anonymous OpenTable restaurant discovery and availability checki…
N/A N/A
53933
civicteam
X402 MCP Claim
Enables micropayments for MCP tool invocations using the X402 payment protocol,…
53934
Apocalypse-Meow
Fallout 4 crash log diagnosis tool for MCP clients. Analyzes crash logs, load o…
N/A N/A
53935
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
N/A N/A 95
53936
akeyless-community
Secretless database and cloud access via Akeyless RTA. Credentials never enter …
N/A N/A
53937
antics-gg
antics-mcp Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
N/A N/A 95
53938
dholliday3
A local MCP server that exposes Blacksmith.sh's usage and cost data, enabling q…
N/A N/A
53939
garabatol
MCP Router Claim
A cloud-agnostic orchestration server that routes requests to pluggable tool ad…
53940
danielrz
investbuddy Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
N/A N/A 83
53941
dewtech-technologies
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
N/A N/A
53942
romiluz13
EmbeDocs-MCP Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
N/A N/A
53943
dkeeno
Enables generating, validating, planning, and applying Terraform configurations…
N/A N/A
53944
QuantGeekDev
Demonstrates elicitations for collecting structured user input interactively ac…
53945
Zfinix
MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
53946
CSOAI-ORG
The WAF for agents. Pattern-based + heuristic firewall scans prompts, RAG docum…
53947
askads
VK Ads MCP Claim
MCP server for VK Ads API: manage ad plans, ad groups, banners, and statistics.
53948
jwcraig
MCP server for Google's Gemini CLI with OAuth, enabling use of Gemini through C…
N/A N/A
53949
egn88
Refactor MCP Claim
A Model Context Protocol (MCP) server for automated refactoring of Java and Typ…
N/A N/A
53950
JoaoCarabetta
This MCP server provides AI-optimized access to Brazil's largest open data plat…
Showing 53901–53950 of 66502 servers