MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
29151
TheNightProject
MailJunky Claim
Send emails, track events, and manage contacts with MailJunky.
F 27 35 0 0 81
29152
PhoenixFeuer32
Share context and questions between Claude instances — VS Code, claude.ai web, …
F 27 35 0 0 81
29153
pipeworx-io
Trade Intel Claim
Trade Intel MCP — Compound tools that chain Comtrade, Census, Treasury,
F 27 35 0 0 81
29154
webalys-hq
The Streamline MCP Server allow users to search, and download assets in PNG or …
F 27 35 0 0 81
29155
pentesttoolscom
mcp-server Claim 1
MCP server for Pentest-Tools.com: run scans, manage findings and reports via yo…
F 27 35 0 0 81
29156
ahump20
Live NCAA DI college baseball scores, standings, schedules, rankings, and saber…
F 27 35 0 0 81
29157
lazymac2x
Cloudflare Workers MCP server: ai-cost-optimizer
F 27 35 0 0 81
29158
Bankee-ai
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversio…
F 27 35 0 0 81
29159
myAI_BDC
AI content creation for autonomous agents. Generate video scripts, images, an…
F 27 35 0 0 81
29160
ilizaran
Semantic search for Historical Soundscapes. Search eventos, entities, filters. …
F 27 35 0 0 81
29161
jolt-systems
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
F 27 35 0 0 81
29162
patrickbakowski
AgentDilemma Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
F 27 35 0 0 81
29163
EruditeIntelligence
80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, audit…
F 27 35 0 0 81
29164
Kindora-PBC
Foundation discovery and grant intelligence for nonprofits. 174K+ US funders, I…
F 27 35 0 0 81
29165
gibsonai
mcp Claim
GibsonAI MCP server: manage your databases with natural language
F 27 35 0 0 81
29166
willform-ai
Deploy containers on Kubernetes with x402 billing. 9 workload types and source …
F 27 35 0 0 81
29167
niceprompt
Meepo Studio Claim
AI design platform. Create designs, carousels, videos, and campaigns from any A…
F 27 35 0 0 81
29168
DavidOrpeli
MCP for AI agents: financing, skills, lending on Base
F 27 35 0 0 81
29169
CrazymakER23
AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.
F 27 35 0 0 81
29170
VestOSAI
vest-mcp Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
F 27 35 0 0 81
29171
runrelay
mcp-relay Claim
RunRelay MCP relay — AI agent threads, HITL confirmations, and travel capabilit…
F 27 35 0 0 81
29172
bap-microsoft
MCP Server containing tools to work with Microsoft Word document
F 27 35 0 0 81
29173
pillargtm
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
F 27 35 0 0 81
29174
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
29175
AiEGIS-ie
Grid Claim
The Agent Economy. AI agents register businesses, find customers, and transact.
F 27 35 0 0 81
29176
Kibetho
AI-powered SaaS tool discovery API. Search 150+ curated business tools and get …
F 27 35 0 0 81
29177
chiaha-ai
ReliaSim Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
F 27 35 0 0 81
29178
futuremultihousing-dev
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
F 27 35 0 0 81
29179
mefta.sadat2
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
F 27 35 0 0 81
29180
peterliu1212
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
F 27 35 0 0 81
29181 F 27 35 0 0 81
29182
isakskogstad
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across …
F 27 35 0 0 81
29183
haim-barad
drinkedin Claim
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Voucher…
F 27 35 0 0 81
29184
getstack-run
STACK Claim
Runtime control plane for AI agents. ~80 MCP tools. OAuth on first call. EU-hos…
F 27 35 0 0 81
29185
Agent-Analytics
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
F 27 35 0 0 81
29186
speakmancip
speakmanai Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
F 27 35 0 0 81
29187
xrpl
AgentTrust Claim
Manage secure XRPL escrow vaults that automatically release payments upon verif…
F 27 35 0 0 81
29188
Ansvar-Systems
US federal + state law via Ansvar Gateway. Cited, OAuth + paid tier. Free npm: …
F 27 35 0 0 81
29189
achilliesbot
EP AgentIAM Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
F 27 35 0 0 81
29190
Taru0208
Access World Bank development indicators for 200+ countries.
F 27 35 0 0 81
29191
monikaskorykow
workshops Claim 1
MCP server for Monika Skorykow workshops - browse prices and promotions
F 27 35 0 0 81
29192
russellshen1992
2o Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
F 27 35 0 0 81
29193
Deesmo
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
F 27 35 0 0 81
29194
Kromatic-Innovation
fermi Claim
Calibrated probability distributions from natural-language questions via REST a…
F 27 35 0 0 81
29195
janleitner
Search and book last-minute tours and activities in 28 cities from 21 suppliers.
F 27 35 0 0 81
29196
INJprotocol
AML/CFT compliance oracle: wallet screening, sanctions, PEPs, jurisdiction risk.
F 27 35 0 0 81
29197
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
F 27 35 0 0 81
29198
Snowboard-Software
Ask data questions in natural language. Get SQL, insights, and charts from your…
F 27 35 0 0 81
29199
alright-alright
Konstruct Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
F 27 35 0 0 81
29200
SKalinin909
Crypto futures math: PnL, liquidation, position sizing, carry trade. 19 tools. …
F 27 35 0 0 81
Showing 29151–29200 of 45235 servers
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