MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45901
exekerey
Enables LLMs to interact with blockchain data across 48 networks via the 3xpl J…
— ○ ⏳ — — — — — —
45902
nikhilb2
Bridges to a simple_invoicing FastAPI backend, exposing invoice, product, ledge…
— ○ ⏳ — — — — — —
45903
Naten79
Enables querying and analyzing sports activities from Strava and Garmin Connect…
— ○ ⏳ — N/A N/A — — —
45904
GiulioDER
recall Claim
MCP server exposing memory search, index, and stats tools for agents, with hone…
— ○ ⏳ — N/A N/A — — —
45905 — ○ ⏳ — N/A N/A — 95 —
45906
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
— ○ ⏳ — — — — 81 —
45907
ritbikbharti
Enables LLM clients to run Akamai edge diagnostics (DNS, MTR, curl, error analy…
— ○ ⏳ — — — — — —
45908
ahmadsoliman
Enables listing and triggering n8n workflows, and calling webhooks via the Mode…
— ○ ⏳ — — — — — —
45909
MidCheck
ATMcp Claim
Enables multiple LLM agents across devices to form teams, share knowledge, memo…
— ○ ⏳ — — — — — —
45910
nelsonra
mixcloud-mcp Claim
Bridges the Mixcloud API to AI assistants via MCP, enabling search for mixes, a…
— ○ ⏳ — — — — — —
45911
dddabtc
ChromeCP Claim
A standalone MCP server for Chrome automation with multi-session support, enabl…
— ○ ⏳ — N/A N/A — — —
45912
berntpopp
gencc-link Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
— ○ ⏳ — N/A N/A — — —
45913
bughide010
hide Claim
test
— ○ ⏳ — N/A N/A — 95 —
45914
pipeworx-io
Enables querying City of Boston open data through the CKAN API, providing acces…
— ○ ⏳ — — — — — —
45915
u759
SimosMCP Claim
MCP server for Simos 18.1 ECU tuning that reads, writes, diffs, and validates X…
— ○ ⏳ — N/A N/A — — —
45916
lbreid07-dotcom
AI-powered property intelligence for instant zoning analysis, buildability asse…
— ○ ⏳ — — — — 81 —
45917
jigsgfx
Read-only MCP bridge exposing Hermes gateway monitoring tools (status, mission …
— ○ ⏳ — — — — — —
45918
Zhachory1
A local codebase retrieval tool that indexes a git repository into SQLite and p…
— ○ ⏳ — N/A N/A — — —
45919
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
— ○ ⏳ — — — — — —
45920
miladonline
tets Claim
— ○ ⏳ — N/A N/A — 95 —
45921
ronsevetoci
MCP server for Oracle Container Engine for Kubernetes (OKE) that enables inspec…
— ○ ⏳ — N/A N/A — — —
45922
mfukushim
MCP server for playing a submarine (Battleship-style) game against an AI, with …
— ○ ⏳ — — — — — —
45923
kerbelp
metatron Claim
Self-hosted codebase priors and conventions server. Captures codebase design pa…
— ○ ⏳ — N/A N/A — — —
45924
rishabhsfdc
A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and…
— ○ ⏳ — N/A N/A — — —
45925
XXXxx7258
MCP server for 萌娘百科 (Moegirl Wiki) that allows searching entries and fetching p…
— ○ ⏳ — — — — — —
45926
dgahagan
homebox-mcp Claim
MCP server for Homebox home inventory, enabling natural language queries and ma…
— ○ ⏳ — — — — — —
45927
trendsmcp
Provides Amazon search volume trends and growth signals to measure real consume…
— ○ ⏳ — — — — — —
45928
jameshenning
Connects your Plaud voice recorder to Claude, giving access to recordings, tran…
— ○ ⏳ — — — — — —
45929
BoxLab-Ltd
Query Yandex Webmaster indexing, queries, diagnostics and backlinks, and recraw…
— ○ ⏳ — N/A N/A — — —
45930
AlirezaFakari
MCP server that exposes a read-only knowledge base of verified math lecture mat…
— ○ ⏳ — N/A N/A — — —
45931
pborlagdan
A Model Context Protocol (MCP) server that lets Claude AI manage a real Postgre…
— ○ ⏳ — — — — — —
45932
meghavarshini-kumareshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
— ○ ⏳ — — — — — —
45933
FlyDocs Claim 1
Spec-driven development workflow for AI agents: issue lifecycle, sessions, proj…
— ○ — N/A N/A — 81 —
45934
srivastava-aryan
An MCP server exposing AI-powered GitHub PR review as tools.
— ○ ⏳ — — — — — —
45935
indiamcp
razorpay Claim 1
MCP server for Razorpay API.
— ○ ⏳ — N/A N/A — 83 —
45936
tpinzzz
A neuro-symbolic agent that turns cryptic CP-SAT INFEASIBLE errors into plain-E…
— ○ ⏳ — — — — — —
45937
andysalvo
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
— ○ ⏳ — — — — — —
45938
papperkash
agentic Claim
Buy a managed AI phone agent for a business, paid keylessly via x402/RLUSD on t…
— ○ ⏳ — — — — — —
45939
marumemomo
ShipKit Claim
MCP server for shipping iOS apps, enabling screenshots of simulators, managing …
— ○ ⏳ — N/A N/A — — —
45940
ummtushar
researchSync Claim
Enables retrieval of arXiv paper metadata and storage in a Notion database, all…
— ○ ⏳ — — — — — —
45941
Leevandr
MCP server for searching an archive of Solana developer Telegram chats. Enables…
— ○ ⏳ — — — — — —
45942
shareworker
Deterministic code review MCP server that provides tools for file selection, ru…
— ○ ⏳ — N/A N/A — — —
45943
Lumina-AI-studio
A production-ready MCP server template with OAuth 2.1, RBAC, and audit logging …
— ○ ⏳ — — — — — —
45944
junter1989k-ai
Italy shipping labels for AI agents: buy Poste Italiane and more, track and ref…
— ○ ⏳ — — — — — —
45945
agustincf
arcade1v1 Claim
Play 1v1 arcade games vs AI agents & humans, ranked by ELO. Replay-verified, on…
— ○ ⏳ — N/A N/A — — —
45946
Truebases
Find opportunities, track market activity, and discover business signals with r…
— ○ ⏳ — N/A N/A — — —
45947
AG-Dynamics-GH
Preference-aware events discovery MCP server that aggregates events, restaurant…
— ○ ⏳ — N/A N/A — — —
45948
scottschram
Text-to-speech MCP server using the Kokoro-82M model accelerated with MLX on Ap…
— ○ ⏳ — N/A N/A — — —
45949
RustamFaskhutdzinau
Provides read-only access to Google Ads account data including campaigns, ad gr…
— ○ ⏳ — — — — — —
45950
elliottlawson
mcp-sentry Claim
Enables AI assistants to retrieve and analyze Sentry issues, including error re…
— ○ ⏳ — — — — — —
Showing 45901–45950 of 69261 servers
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