MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
29988
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29151
emmanuel
Zuplo Claim
Manage and secure your APIs with flexible policies, routing, and rate limits. M…
F 30 35 10 0 81
29152
powersun
MERX Claim
TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
F 30 35 10 0 81
29153
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 35 10 0 81
29154
analog
Analog Claim
Access and analyze real-time geographic sensor data across various global locat…
F 30 35 10 0 81
29155
QuantOracle
quantoracle Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
F 30 35 10 0 81
29156
octomil
Octomil Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
F 30 35 10 0 81
29157
Tilotiti
Warehouse management for warehouses, missions, tasks, packs, products, and ship…
F 30 35 10 0 81
29158
nicolascolombo
Almanac Claim
Datos econ�micos y financieros oficiales de Argentina (BCRA, INDEC, CNV, MECON)…
F 30 35 10 0 81
29159
fontfreezer
FontFreezer Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
F 30 35 10 0 81
29160
achilles-safehavencalls
pentagonal Claim
**AI-powered smart contract forge** with an 8-agent adversarial security audit …
F 30 35 10 0 81
29161
useorgx
Agent orchestration + org memory via MCP. Manage initiatives and decisions from…
F 30 35 10 0 81
29162
cookiy-ai
Cookiy Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
F 30 35 10 0 81
29163
kinescope
Kinescope MCP Server — Integrates Kinescope's video platform with AI assistants…
F 30 35 10 0 81
29164
PoooL09
Hosted MCP server for task-first delegation to remote workstations and workers.
F 30 35 10 0 81
29165
node2flow
WordPress Claim 1
MCP server for WordPress REST API — manage posts, pages, media, comments, taxon…
F 30 35 10 0 81
29166
christos
Locate and verify insurance intermediaries registered in Greece using various s…
F 30 35 10 0 81
29167
agentbond
AgentBond Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
F 30 35 10 0 81
29168
strale
Strale Claim
Strale provides verified data capabilities for AI agents — company registries a…
F 30 35 10 0 81
29169
seltz-ai
seltz Claim
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
F 30 35 10 0 81
29170
brandomica
Verify brand name availability across domains, social media handles, and global…
F 30 35 10 0 81
29171
clm-studios
GFS ensemble weather signals for prediction market edge detection across 12 cit…
F 30 35 10 0 81
29172
labsofuniverse
Analyzes C++ codebases via AST parsing to build comprehensive, queryable depend…
F 30 35 10 0 81
29173
hamid-vakilzadeh
The server provides immediate access to millions of academic papers through Sem…
F 30 35 10 0 81
29174
michaeljmoody
CourseForge Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
F 30 35 10 0 81
29175 F 30 35 10 0 81
29176
financial-data
A comprehensive MCP server delivering real-time and historical market data acro…
F 30 35 10 0 81
29177
bluegamma
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
F 30 35 10 0 81
29178
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
29179
francis-ros
Turn any language model into a multimodal powerhouse that can generate images, …
F 30 35 10 0 81
29180 F 30 35 10 0 81
29181
axel-belfort
HTTP header security analysis API for AI agents. Analyze response headers for a…
F 30 35 10 0 81
29182
reitsmasieto-wq
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
F 30 35 10 0 81
29183
naga-deepledger
AI Accountant for Quickbooks- recording, reconcile, month-end close
F 30 35 10 0 81
29184
viren040
Asvaai Claim
Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.
F 30 35 10 0 81
29185
mindsightventures
trading Claim
AI-powered trading strategy development: backtesting, market data, and portfoli…
F 30 35 10 0 81
29186
ArtBlocks
Art Blocks Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
F 30 35 10 0 81
29187
recursive
Query the Recursive AI support agent platform — pricing, features, capabilities…
F 30 35 10 0 81
29188
Zen-Design-Solutions-Prod
AI-powered kitchen management — pantry, recipes, meal plans, shopping lists
F 30 35 10 0 81
29189
michelle
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
F 30 35 10 0 81
29190
ncosic
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
F 30 35 10 0 81
29191
moemollaei-org
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
F 30 35 10 0 81
29192
lexsocket
mcp-ted Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
F 30 35 10 0 81
29193
howard-eridani
Discover and download a variety of assets including prompts, skills, and connec…
F 30 35 10 0 81
29194
found402
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
F 30 35 10 0 81
29195
sidearmdrm
Sidearm Claim
Protect media using watermarking, content disruption, and adversarial hardening…
F 30 35 10 0 81
29196
sceneview
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
F 30 35 10 0 81
29197
viktorboyko528
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
F 30 35 10 0 81
29198
mymedi-ai
# MedCode Oracle — Healthcare API for AI agents License-free medical coding, p…
F 30 35 10 0 81
29199
node2flow
SQLite Remote Claim 1
MCP server for remote SQLite databases via Turso/libSQL. - 15 tools for query, …
F 30 35 10 0 81
29200
duna-spice-skay
proof Claim
# Proof Code-validated pattern intelligence from pydantic-ai's actual sou…
F 30 35 10 0 81
Showing 29151–29200 of 61045 servers
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