MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 6 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61601
shawndrake2
tigerweb Claim
Enables access to US Census Bureau TIGERweb geographic boundary data, returning…
— ○ ⏳ — N/A N/A — — —
61602
QwertyBit-Ventures
company-data Claim
Read-only data on 3.9M Romanian companies: search, profiles, financials, status…
— ○ ⏳ — — — — — —
61603
maciejkepa
A Model Context Protocol server implementing a Getting Things Done assistant wi…
— ○ ⏳ — — — — — —
61604
oaslananka
Production-grade Model Context Protocol server for Google NotebookLM that lets …
— ○ ⏳ — — — — — —
61605
OldJii
Enables AI assistants to review GitHub and GitLab pull requests and merge reque…
— ○ ⏳ — — — — — —
61606
dacheah
A read-only MCP connector for searching, fetching, and citing provenance-tracke…
— ○ ⏳ — — — — — —
61607
udaykumar-dhokia
A secure MCP server that lets AI assistants directly interact with PostgreSQL d…
— ○ ⏳ — — — — — —
61608
sjgant80-hub
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
— ○ ⏳ — — — — — —
61609
opjhabuilds
Enables AI assistants to push HTML prototypes to DesignPin for team review and …
— ○ ⏳ — — — — — —
61610
nayantarasundarraj-hue
Enables managing Databricks directly from Cursor IDE with 30 tools for notebook…
— ○ ⏳ — N/A N/A — — —
61611
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
— ○ ⏳ — N/A N/A — 95 —
61612
digitalcore
Free service management tools — playbooks, benchmarks, and instant service heal…
— ○ ⏳ — — — — 81 —
61613
sjgant80-hub
Exposes audio processing tools (inspect, normalize, trim, fade, gain, filter, s…
— ○ ⏳ — N/A N/A — — —
61614 — ○ ⏳ — N/A N/A — 95 —
61615
sk1122
notion Claim
— ○ ⏳ — N/A N/A — 95 —
61616
Cmoen11
redm-mcp Claim
RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, ox…
— ○ ⏳ — — — — — —
61617
Adgentek
adsmcp Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
— ○ ⏳ — — — — — —
61618
fabrica-land
Gives AI agents access to tokenized real property data on the Fabrica protocol,…
— ○ ⏳ — — — — — —
61619
cyanheads
WA highway conditions, ferry schedules, vessel locations, toll rates, and borde…
— ○ ⏳ — — — — — —
61620
ndl-systems
Kevros Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
— ○ ⏳ — — — — 81 —
61621
zickat
Analyzes World of Warcraft TBC Classic character gear and talents in real time,…
— ○ ⏳ — N/A N/A — — —
61622
100shpaik
Analyzes traffic patterns throughout the day using Google Maps API and provides…
— ○ ⏳ — — — — — —
61623
cluster2600
zvec-mcp Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
— ○ ⏳ — N/A N/A — — —
61624
karellen
Enables LLM-powered debugging with rr reverse execution, allowing record and re…
— ○ ⏳ — N/A N/A — — —
61625
ExaltedTrou6
b24-dev-git Claim
— ○ ⏳ — N/A N/A — 95 —
61626
JinYuKiKK0
CSMAR MCP Claim
Provides CSMAR metadata discovery, query feasibility probing, and local materia…
— ○ ⏳ — — — — — —
61627
jinseok19
mcp2 Claim
— ○ ⏳ — N/A N/A — 95 —
61628
preangelleo
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
— ○ ⏳ — — — — 81 —
61629
DioNanos
Searchable agent memory: BM25 corpus recall, original-text injection, remember/…
— ○ ⏳ — N/A N/A — — —
61630
mambalabsdev
Resolve a company domain to its registered legal entity, company number, LEI an…
— ○ ⏳ — N/A N/A — — —
61631
acforu
Provides automated grammar checking by intercepting user input and returning co…
— ○ ⏳ — N/A N/A — — —
61632
Idle-Sync
db-conn-mcp Claim
A dead-simple, self-hosted MCP server for securely querying databases via AI ag…
— ○ ⏳ — N/A N/A — — —
61633
cmdenney
Signed PII-Shield: redact PII to an EIP-191 attestation, plus x402 pay-per-call…
— ○ ⏳ — — — — — —
61634
x007xyz
Enables image processing operations such as resizing, format conversion, croppi…
— ○ ⏳ — N/A N/A — 95 —
61635
micaelmalta
Reduces token consumption by 73-87% by cleaning web and API data before it reac…
— ○ ⏳ — — — — — —
61636
timescale
Enables semantic search of Salesforce case summaries using embeddings, accessib…
— ○ ⏳ — — — — — —
61637
JackKuo666
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
— ○ ⏳ — — — — — —
61638
mokemokechicken
Provides AI-friendly stock analysis using Yahoo Finance data, including technic…
— ○ ⏳ — — — — — —
61639
asfbay-bit
opchain Claim
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, s…
— ○ ⏳ — — — — — —
61640
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
— ○ ⏳ — N/A N/A — 95 —
61641
gorlomi-enzo
runescape-ge Claim
Look up Old School RuneScape Grand Exchange prices in real-time using the offic…
— ○ ⏳ — — — — — —
61642
laradji
deadzone Claim
Local-first semantic search over library docs. Single Go binary, MCP stdio, vec…
— ○ ⏳ — N/A N/A — — —
61643
lelantvaris
MCP server for Google Search Console, enabling querying search performance, lis…
— ○ ⏳ — N/A N/A — — —
61644
codependentai
Token-optimized persistent memory MCP server for Claude Pro users, providing 9 …
— ○ ⏳ — — — — — —
61645
jmagly
MCP-Hound Claim
Enables code search across indexed repositories using regex patterns, with pagi…
— ○ ⏳ — — — — — —
61646
Varritech
Starter kit for building stateless MCP servers using the 2026 spec, enabling ho…
— ○ ⏳ — — — — — —
61647
Apageoflove
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
— ○ ⏳ — N/A N/A — — —
61648
tamasPetki
Local-first crypto portfolio aggregation across exchanges (Bybit, Binance), EVM…
— ○ ⏳ — — — — — —
61649
yifanyifan897645
codescan-mcp Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
— ○ ⏳ — N/A N/A — — —
61650
linkrobins
Provides MCP-compatible AI clients with full access to a Flarum forum's API, en…
— ○ ⏳ — — — — — —
Showing 61601–61650 of 69052 servers