Skip to main content

High-performance rate limiter engine for MCP Gateway

Project description

Rate Limiter Plugin

Author: ContextForge Contributors

Enforces rate limits per user, tenant, and tool across tool_pre_invoke and prompt_pre_fetch hooks. Supports pluggable counting algorithms (fixed window, sliding window, token bucket), an in-process memory backend (single-instance), and a Redis backend (shared across all gateway instances).

Hooks

Hook When it runs
tool_pre_invoke Before every tool call — checks by_user, by_tenant, by_tool
prompt_pre_fetch Before every prompt fetch — checks by_user, by_tenant, by_tool

If any configured dimension is exceeded, the plugin returns a violation with HTTP 429. All requests include X-RateLimit-* headers. The most restrictive active dimension is surfaced (e.g. if both user and tenant limits are active, the one closest to exhaustion is reported).

Configuration

- name: RateLimiterPlugin
  kind: cpex_rate_limiter.rate_limiter.RateLimiterPlugin
  hooks:
    - prompt_pre_fetch
    - tool_pre_invoke
  mode: enforce          # enforce | permissive | disabled
  config:
    by_user: "30/m"      # per-user limit across all tools
    by_tenant: "300/m"   # shared limit across all users in a tenant
    by_tool:             # per-tool overrides (applied on top of by_user)
      search: "10/m"
      summarise: "5/m"

    # Algorithm — choose one (default: fixed_window)
    algorithm: "fixed_window"    # fixed_window | sliding_window | token_bucket

    # Backend — choose one
    backend: "memory"    # default: single-process, resets on restart
    # backend: "redis"   # shared across all gateway instances

    # Redis options (required when backend: redis)
    redis_url: "redis://redis:6379/0"
    redis_key_prefix: "rl"

    # Backend failure policy (default: "open" — fail-open)
    # "closed" — return HTTP 503 BACKEND_UNAVAILABLE violation when the
    # backend can't be reached (correctness over availability)
    fail_mode: "open"

Configuration reference

Field Type Default Description
by_user string null Per-user rate limit, e.g. "60/m"
by_tenant string null Per-tenant rate limit, e.g. "600/m"
by_tool dict {} Per-tool overrides, e.g. {"search": "10/m"}
algorithm string "fixed_window" Counting algorithm: "fixed_window", "sliding_window", or "token_bucket"
backend string "memory" "memory" or "redis"
redis_url string null Redis connection URL (required when backend: redis)
redis_key_prefix string "rl" Prefix for all Redis keys
fail_mode string "open" Behaviour when the backend can't be reached: "open" allows the request through, "closed" blocks with a 503 BACKEND_UNAVAILABLE violation

Rate string format: "<count>/<unit>" where unit is s/sec/second, m/min/minute, or h/hr/hour. Malformed strings raise ValueError at startup. Counts above 1_000_000 are rejected as a sanity ceiling — anything higher is almost certainly a misconfig or a denial-of-service vector against the memory backend.

Unknown config keys (e.g. a typo like redis_ur) are logged at WARN at engine init alongside the accepted-key list, instead of being silently ignored.

Invalid fail_mode values (e.g. "clsoed") are logged at WARN and fall back to "open" so an operator's typo surfaces instead of silently disabling the hardening they asked for.

Omitting a dimension (e.g. no by_tenant) means that dimension is unlimited — no counter is tracked for it.

Response headers

Every request (allowed or blocked) includes:

Header Description
X-RateLimit-Limit Configured limit for the most restrictive active dimension
X-RateLimit-Remaining Requests remaining in the current window
X-RateLimit-Reset Unix timestamp when the current window resets
Retry-After Seconds until the window resets (blocked requests only)

Algorithms

Three counting algorithms are available, selected via the algorithm config field.

Algorithm Config value Best for Trade-off
Fixed window fixed_window General use, lowest overhead Up to 2× the limit at window boundaries
Sliding window sliding_window Smooth enforcement, no boundary burst Higher memory: stores one timestamp per request per key
Token bucket token_bucket Bursty workloads — allows short spikes up to capacity Slightly higher Redis overhead: stores {tokens, last_refill} hash per key

Fixed window (default)

Counts requests in a fixed time slot (e.g. "minute 14:03"). Resets at the slot boundary. Simple and fast. The 2× burst at a boundary (N requests at the end of slot T, N requests at the start of T+1) is a known trade-off; use by_user with headroom if this matters.

Sliding window

Stores a timestamp for every request in the current window. At each check, expired timestamps are discarded and the remaining count is compared against the limit. Prevents boundary bursts entirely. Memory usage grows with request volume — roughly one float per request per active key.

Token bucket

Each identity (user, tenant, tool) has a bucket that holds up to count tokens. Tokens refill at a steady rate of count/window. A request consumes one token. Bursts up to the bucket capacity are allowed; sustained rate above count/window is rejected. Useful for APIs where short spikes are acceptable but sustained overload is not.

Redis support: token_bucket with backend: redis is fully supported. The plugin stores {tokens, last_refill} in a Redis hash per key and uses an atomic Lua script to refill and consume tokens in a single round-trip — the same pattern as the other two algorithms. This means token_bucket enforces a true cluster-wide limit in multi-instance deployments.

Backends

Memory backend (default, single-instance only)

  • Counters are stored in a process-local MemoryStore (Rust, per-key RwLock — no single global lock)
  • An amortized sweep evicts expired keys every ~128 calls — for fixed_window, keys are evicted once the window elapses; for sliding_window, keys with empty timestamp deques are evicted; for token_bucket, keys inactive for >1 hour are evicted
  • Limitation: state is not shared across processes or hosts. In a multi-instance deployment (e.g. 3 gateway instances behind nginx), each instance tracks its own counter — the effective limit is N × configured_limit

Redis backend

  • fixed_window: atomic Lua INCR+EXPIRE — one Redis round-trip per check, no race condition
  • sliding_window: atomic Lua ZADD+ZREMRANGEBYSCORE+ZCARD+EXPIRE — one round-trip, no race condition
  • token_bucket: atomic Lua script — reads {tokens, last_refill} hash, refills proportionally, consumes 1 token, writes back — one round-trip, no race condition
  • All gateway instances share the same counter — the configured limit is the true cluster-wide limit
  • Requires redis_url to be set
  • Backend failure policy is governed by fail_mode:
    • "open" (default) — the request is allowed through without rate limiting. Availability over correctness; an infrastructure failure must never block legitimate traffic. Operators should monitor for rate-limiter error logs and treat them as high-priority alerts.
    • "closed" — the request is blocked with a PluginViolation (code BACKEND_UNAVAILABLE, HTTP 503, Retry-After: 1). Correctness over availability; pick this when a failed rate-limit check is less acceptable than a brief outage.

Multi-instance deployment (important): The memory backend is local to a single gateway instance — rate limit counters are not shared across replicas. For multi-instance deployments (e.g., behind nginx or on OpenShift with multiple gateway pods), always use backend: redis to ensure rate limits are enforced correctly across all instances.

Tenant-scoped Redis key layout

When the plugin context carries a tenant_id, every dimension key is prefixed with it so counters are isolated per tenant:

rl:{tenant_id}:user:{email}:{window_seconds}
rl:{tenant_id}:tenant:{tenant_id}:{window_seconds}
rl:{tenant_id}:tool:{tool_name}:{window_seconds}

When tenant_id is absent (single-tenant deployments), the prefix is omitted and keys revert to the pre-tenant-scoping layout (rl:user:{email}:{window}), so single-tenant behaviour is unchanged.

Upgrade note: the first deploy of the tenant-scoping change causes counters under rl:user:* / rl:tool:* to be orphaned while new writes land at rl:{tenant}:user:*. Counters effectively reset once for all in-flight windows — non-event for typical second/minute windows.

Examples

Single-instance (default config)

config:
  by_user: "60/m"
  by_tenant: "600/m"

Multi-instance with Redis

config:
  backend: "redis"
  redis_url: "redis://redis:6379/0"
  by_user: "30/m"
  by_tenant: "3000/m"
  by_tool:
    search: "10/m"

Sliding window (no boundary bursts)

config:
  algorithm: "sliding_window"
  by_user: "30/m"
  by_tenant: "300/m"

Token bucket — memory backend (default)

config:
  algorithm: "token_bucket"
  by_user: "30/m"   # bucket holds 30 tokens, refills at 30/min

Token bucket — Redis backend (multi-instance)

config:
  algorithm: "token_bucket"
  backend: "redis"
  redis_url: "redis://redis:6379/0"
  by_user: "30/m"

Permissive mode (observe without blocking)

mode: permissive
config:
  by_user: "60/m"

In permissive mode the plugin records violations and emits X-RateLimit-* headers but does not block requests. Useful for baselining traffic before switching to enforce.

Lifecycle

The plugin participates in the plugin manager's lifecycle contract:

  • async def initialize(self) — invoked once when the plugin manager constructs the plugin. Logs one INFO record naming the active backend (memory / redis).
  • async def shutdown(self) — invoked when the plugin manager tears the plugin down (runtime disable, re-instantiation after a config change). Releases backend-held resources — specifically, drops the Rust core's cached Redis multiplexed connection and the SCRIPT LOAD SHA cache. In-flight requests already hold their own clones of the connection and remain valid; the cached reference is replaced on the next request.

Without shutdown, the cached Redis connection would leak across plugin re-instantiation, producing connection churn on the server.

Limitations

Limitation Severity Status
Memory backend not shared across processes HIGH Use Redis backend for multi-instance deployments
Fixed window allows up to 2× limit at window boundary LOW Use sliding_window algorithm, or use by_user with headroom
by_tool matching is case-sensitive LOW Fixed — tool names are normalised with .strip().lower()
Whitespace-only user identity bypasses anonymous bucket LOW Fixed — _extract_user_identity strips whitespace and falls back to 'anonymous'
No per-server limits (server_id dimension missing) LOW Not implemented
No config hot-reload — rate string changes require restart LOW Not implemented

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cpex_rate_limiter-0.0.5.tar.gz (69.3 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

cpex_rate_limiter-0.0.5-cp311-abi3-win_amd64.whl (735.0 kB view details)

Uploaded CPython 3.11+Windows x86-64

cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_x86_64.whl (772.8 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ x86-64

cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_s390x.whl (855.1 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ s390x

cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_ppc64le.whl (834.4 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ ppc64le

cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_aarch64.whl (735.2 kB view details)

Uploaded CPython 3.11+manylinux: glibc 2.34+ ARM64

cpex_rate_limiter-0.0.5-cp311-abi3-macosx_11_0_arm64.whl (708.3 kB view details)

Uploaded CPython 3.11+macOS 11.0+ ARM64

File details

Details for the file cpex_rate_limiter-0.0.5.tar.gz.

File metadata

  • Download URL: cpex_rate_limiter-0.0.5.tar.gz
  • Upload date:
  • Size: 69.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for cpex_rate_limiter-0.0.5.tar.gz
Algorithm Hash digest
SHA256 a4419ff3c486454ff3c411be4a5086553388fbd4d4c132ea6d9c3132edf89d8c
MD5 29e71cfe5a51727b14d46a67d63ec21d
BLAKE2b-256 3c076008b54ec84a6baabd3e97af22e7d75ea18bce9dd5558bbf7f16bd34e498

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5.tar.gz:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_rate_limiter-0.0.5-cp311-abi3-win_amd64.whl.

File metadata

File hashes

Hashes for cpex_rate_limiter-0.0.5-cp311-abi3-win_amd64.whl
Algorithm Hash digest
SHA256 6a39fed981be40682a99ce57294181746637c55cc27ffcd6e204cbb875c7af4d
MD5 48dd4788655b36906ccb6309ba001200
BLAKE2b-256 0bd00ee8582f0575b05d044791275a0ab15ef0d4378252aa783bd75f8ac29383

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5-cp311-abi3-win_amd64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_x86_64.whl.

File metadata

File hashes

Hashes for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_x86_64.whl
Algorithm Hash digest
SHA256 c73ddcb075f935fe29e8603d3f81177a0d0704f124cd8f621d107dba854f2471
MD5 7c210725b9396872dc03d973e030d744
BLAKE2b-256 e5424d469344dfe9510a5b54d5bfcf4745c8c553f3aac6a9e2d90cea990c7331

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_x86_64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_s390x.whl.

File metadata

File hashes

Hashes for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_s390x.whl
Algorithm Hash digest
SHA256 a971b04c49e8abf00de65ad468c078278c17d4fef223db4c31884585a953c8bd
MD5 356a4d414c3db03b34a9e8fd4639446f
BLAKE2b-256 21c65b35b6cd9bf3c5ef9c8e4d4eb270027bf83c75d1e58d12d631f6b43b236e

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_s390x.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_ppc64le.whl.

File metadata

File hashes

Hashes for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_ppc64le.whl
Algorithm Hash digest
SHA256 67c0829849bd01d6b16441f4c2774fb4091477110a0f56419de70bd05d9aa566
MD5 9642163deb2cfdd80df1a2394df36e0d
BLAKE2b-256 cb98f8c32450c054c0b432267bf6d243df81ff9d6662e8f04eb0a4ed88bb00d5

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_ppc64le.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_aarch64.whl.

File metadata

File hashes

Hashes for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_aarch64.whl
Algorithm Hash digest
SHA256 6c0cf4d54bf5bfdbd14d4768d11828326cd1057e3bfab6d313d818178acd2878
MD5 5d119e380934b17ce6e80d9ee4ac2f17
BLAKE2b-256 dc1112d649a2ccc3824faef68b529dde5c4949b17439a8427ef77e32464110da

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5-cp311-abi3-manylinux_2_34_aarch64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file cpex_rate_limiter-0.0.5-cp311-abi3-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for cpex_rate_limiter-0.0.5-cp311-abi3-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a94927ee5087660ef1accf5719ab03453158a57fbfe1f0a10c66f04a75bfba2f
MD5 c42b9f13c36cd19111f19fea6b9cce9a
BLAKE2b-256 5c50f7e98c8ac14c0461abc6726c1af9e41e1c9d8120f7fc18ec367bf06cb185

See more details on using hashes here.

Provenance

The following attestation bundles were made for cpex_rate_limiter-0.0.5-cp311-abi3-macosx_11_0_arm64.whl:

Publisher: release-rust-python-package.yaml on IBM/cpex-plugins

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page