MCP Server Quality Scores

Independent quality analysis of 69468 public MCP servers

69468
Discovered
→
34112
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35051
brand52agency
noden Claim
Marketplace where AI agents buy/sell skills over Bitcoin Lightning with escrow-…
— ○ ⏳ — — — — — —
35052
PJW2004
job-search Claim
Search Korean job postings from JobKorea and Saramin by company name
— ○ ⏳ — N/A N/A — 95 —
35053
Xinyuan-LilyGO
Provides tools to search and retrieve LILYGO hardware documentation, including …
— ○ ⏳ — — — — — —
35054
bobmatnyc
slack-mpm Claim
MCP server for Slack workspace integration, exposing 40+ Slack operations as to…
— ○ ⏳ — N/A N/A — — —
35055
RobleusCaesar
Book Boulder County dryer vent cleaning via MCP ($129/$169). Confirm in 1 busin…
— ○ ⏳ — — — — — —
35056
zeinab-sheikhi
Provides programmatic access to AlphaFold protein structure predictions and Uni…
— ○ ⏳ — — — — — —
35057
PetitOnes
Manages autonomous desires for the M5 Petit robot, allowing Claude to read desi…
— ○ ⏳ — N/A N/A — — —
35058
AiAgentKarl
Provides AI agents with access to US patent data through 16 tools for search, c…
— ○ ⏳ — — — — — —
35059
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
— ○ ⏳ — — — — 81 —
35060
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
— ○ ⏳ — — — — — —
35061
Heretek-RE
re-speakeasy Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
— ○ ⏳ — N/A N/A — — —
35062
pdfops
pdfops-mcp Claim
Deterministic PDF tools for AI agents: inspect fields, fill forms, merge PDFs, …
— ○ ⏳ — N/A N/A — — —
35063
axiom-stack-llc
Axiom Oracle Claim
Axiom Oracle — Solana-native attestation infrastructure for AI agents. RWA data…
— ○ ⏳ — — — — — —
35064
aerovfx
MCPaeroedu Claim
Enables AI assistants to interact with the AeroEduVision platform, allowing exa…
— ○ ⏳ — N/A N/A — — —
35065
fernando2dias
Calculates Body Mass Index (BMI) based on weight and height, returning the valu…
— ○ ⏳ — N/A N/A — — —
35066
Zhangyoupeng1996
Enables to interact with Abaqus FEA software through an MCP bridge, supporting …
— ○ ⏳ — N/A N/A — — —
35067
myownipgit
Enables Bitcoin blockchain data retrieval and analysis through free APIs, inclu…
— ○ ⏳ — N/A N/A — — —
35068
m2ai-mcp-servers
An MCP server that provides AI assistants with full access to Notion workspaces…
— ○ ⏳ — N/A N/A — — —
35069
junter1989k-ai
Bangladesh payments for AI agents — bKash / Nagad via SSLCommerz. Never holds f…
— ○ ⏳ — — — — — —
35070
ghostswap1
GhostSwap Claim
GhostSwap — non-custodial crypto swaps across 1,600+ coins.
— ○ ⏳ — — — — — —
35071
CodesWhat
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
— ○ ⏳ — N/A N/A — — —
35072
pipeworx-io
mcp-airnow Claim
Enables access to EPA AirNow real-time AQI and forecast data for US locations t…
— ○ ⏳ — — — — — —
35073
fractaloutlook
Enables AI assistants to interact with SpacetimeDB instances, query tables, cal…
— ○ ⏳ — — — — — —
35074
agenthustler
Real-time crypto volume anomaly detection across 50+ tokens with pump signals.
— ○ ⏳ — N/A N/A — 95 —
35075
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
— ○ ⏳ — — — — — —
35076
ldgnu
mcp-slskd Claim
MCP server for searching and downloading music from the Soulseek peer-to-peer n…
— ○ ⏳ — — — — — —
35077
itzcull
mochi-mcp Claim
MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, de…
— ○ ⏳ — — — — — —
35078
musaceylan
looplens-mcp Claim
An MCP server for detecting retry loops and analyzing iteration patterns in age…
— ○ ⏳ — N/A N/A — — —
35079
djtellado
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
— ○ ⏳ — N/A N/A — — —
35080
JY-Zee
Enables AI assistants to query the latest F1 news from the official F1 website …
— ○ ⏳ — N/A N/A — — —
35081
joshseane
nmlp-mcp Claim
Hosted MCP server for antiquarian first-edition identification and New Mexico b…
— ○ ⏳ — — — — — —
35082
demitri
Trillian MCP Claim
Enables natural language queries of astronomical data across multiple archives …
— ○ ⏳ — — — — 81 —
35083
odanree
infra-mcp Claim
MCP server that wraps Docker, Caddy, and GitHub Actions operations on a remote …
— ○ ⏳ — — — — — —
35084
ju-li
Automata Claim
Scoped, revocable access to your WhatsApp, Telegram, IMAP email and PostgreSQL …
— ○ ⏳ — — — — — —
35085
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
— ○ ⏳ — N/A N/A — — —
35086
sihyoung0624
This MCP server enables Claude to create and control shared timers, polls, and …
— ○ ⏳ — — — — — —
35087
abhayshakya1
Enables interaction with the Upstox trading API via natural language to fetch u…
— ○ ⏳ — — — — 81 —
35088
icemoon-dev
Control real, physical iPhones with AI: screen reading, human-like touch, no ja…
— ○ ⏳ — N/A N/A — — —
35089
DevSkillsIT
Enables AI assistants to interact with Veeam Backup & Replication infrastructur…
— ○ ⏳ — N/A N/A — — —
35090
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
— ○ ⏳ — N/A N/A — — —
35091
ENTERPILOT
GoModel Claim
Self-hosted gateway aggregating upstream MCP servers behind one authenticated H…
— ○ ⏳ — N/A N/A — — —
35092
ebenova
insights Claim
— ○ ⏳ — N/A N/A — 95 —
35093
Use Chinese LLMs through the SinoGate OpenAI-compatible API.
— ○ — N/A N/A — 69 —
35094
matt-harding
mcp-server Claim
AI-powered household inventory — query everything you own via natural language
— ○ ⏳ — N/A N/A — 95 —
35095
LEOyrh
mcp-atlas Claim
Query 155 verified US county parcel ArcGIS REST endpoints for owner/APN lookup.…
— ○ ⏳ — N/A N/A — — —
35096
Hire-Nimbus
Find and book verified local home service professionals through AI agents.
— ○ ⏳ — — — — — —
35097
telnturtle
trello-mcp Claim
Local stdio-based Trello MCP server that enables interacting with Trello boards…
— ○ ⏳ — N/A N/A — — —
35098
coti-io
Private encrypted agent messaging, hidden state exchange, delegation, and priva…
— ○ ⏳ — N/A N/A — — —
35099
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
— ○ ⏳ — — — — 81 —
35100
FortuneCasablancas
Author, validate, simulate, and one-click-build game economies on the Magicweav…
— ○ ⏳ — — — — — —
Showing 35051–35100 of 69468 servers
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